diff --git a/CMakeExternals/MITKData.cmake b/CMakeExternals/MITKData.cmake index 77ac2155e0..f06c1546b2 100644 --- a/CMakeExternals/MITKData.cmake +++ b/CMakeExternals/MITKData.cmake @@ -1,36 +1,36 @@ #----------------------------------------------------------------------------- # MITK Data #----------------------------------------------------------------------------- # Sanity checks if(DEFINED MITK_DATA_DIR AND NOT EXISTS ${MITK_DATA_DIR}) message(FATAL_ERROR "MITK_DATA_DIR variable is defined but corresponds to non-existing directory") endif() set(proj MITK-Data) set(proj_DEPENDENCIES) set(MITK-Data_DEPENDS ${proj}) if(BUILD_TESTING) - set(revision_tag ef63f005) # first 8 characters of hash-tag + set(revision_tag 57cfb02c) # first 8 characters of hash-tag # ^^^^^^^^ these are just to check correct length of hash part ExternalProject_Add(${proj} URL ${MITK_THIRDPARTY_DOWNLOAD_PREFIX_URL}/MITK-Data_${revision_tag}.tar.gz UPDATE_COMMAND "" CONFIGURE_COMMAND "" BUILD_COMMAND "" INSTALL_COMMAND "" DEPENDS ${proj_DEPENDENCIES} ) set(MITK_DATA_DIR ${ep_source_dir}/${proj}) else() mitkMacroEmptyExternalProject(${proj} "${proj_DEPENDENCIES}") endif(BUILD_TESTING) diff --git a/Modules/DiffusionImaging/FiberTracking/Algorithms/itkTractDensityImageFilter.cpp b/Modules/DiffusionImaging/FiberTracking/Algorithms/itkTractDensityImageFilter.cpp index 0ac6fb5f9d..c9dccdeb1b 100644 --- a/Modules/DiffusionImaging/FiberTracking/Algorithms/itkTractDensityImageFilter.cpp +++ b/Modules/DiffusionImaging/FiberTracking/Algorithms/itkTractDensityImageFilter.cpp @@ -1,237 +1,241 @@ /*=================================================================== The Medical Imaging Interaction Toolkit (MITK) Coindex[1]right (c) German Cancer Research Center, Division of Medical and Biological Informatics. All rights reserved. This software is distributed WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See LICENSE.txt or http://www.mitk.org for details. ===================================================================*/ #include "itkTractDensityImageFilter.h" // VTK #include #include #include +#include // misc #include #include namespace itk{ template< class OutputImageType > TractDensityImageFilter< OutputImageType >::TractDensityImageFilter() : m_InvertImage(false) , m_FiberBundle(NULL) , m_UpsamplingFactor(1) , m_InputImage(NULL) , m_BinaryOutput(false) , m_UseImageGeometry(false) , m_OutputAbsoluteValues(false) , m_UseTrilinearInterpolation(false) { } template< class OutputImageType > TractDensityImageFilter< OutputImageType >::~TractDensityImageFilter() { } template< class OutputImageType > itk::Point TractDensityImageFilter< OutputImageType >::GetItkPoint(double point[3]) { itk::Point itkPoint; itkPoint[0] = point[0]; itkPoint[1] = point[1]; itkPoint[2] = point[2]; return itkPoint; } template< class OutputImageType > void TractDensityImageFilter< OutputImageType >::GenerateData() { // generate upsampled image - mitk::BaseGeometry::Pointer geometry = m_FiberBundle->GetGeometry(); + mitk::BaseGeometry::Pointer geometry = m_FiberBundle->GetGeometry(); typename OutputImageType::Pointer outImage = this->GetOutput(); // calculate new image parameters itk::Vector newSpacing; mitk::Point3D newOrigin; itk::Matrix newDirection; ImageRegion<3> upsampledRegion; if (m_UseImageGeometry && !m_InputImage.IsNull()) { MITK_INFO << "TractDensityImageFilter: using image geometry"; newSpacing = m_InputImage->GetSpacing()/m_UpsamplingFactor; upsampledRegion = m_InputImage->GetLargestPossibleRegion(); newOrigin = m_InputImage->GetOrigin(); typename OutputImageType::RegionType::SizeType size = upsampledRegion.GetSize(); size[0] *= m_UpsamplingFactor; size[1] *= m_UpsamplingFactor; size[2] *= m_UpsamplingFactor; upsampledRegion.SetSize(size); newDirection = m_InputImage->GetDirection(); } else { MITK_INFO << "TractDensityImageFilter: using fiber bundle geometry"; newSpacing = geometry->GetSpacing()/m_UpsamplingFactor; newOrigin = geometry->GetOrigin(); mitk::Geometry3D::BoundsArrayType bounds = geometry->GetBounds(); newOrigin[0] += bounds.GetElement(0); newOrigin[1] += bounds.GetElement(2); newOrigin[2] += bounds.GetElement(4); for (int i=0; i<3; i++) for (int j=0; j<3; j++) newDirection[j][i] = geometry->GetMatrixColumn(i)[j]; upsampledRegion.SetSize(0, geometry->GetExtent(0)*m_UpsamplingFactor); upsampledRegion.SetSize(1, geometry->GetExtent(1)*m_UpsamplingFactor); upsampledRegion.SetSize(2, geometry->GetExtent(2)*m_UpsamplingFactor); } typename OutputImageType::RegionType::SizeType upsampledSize = upsampledRegion.GetSize(); // apply new image parameters outImage->SetSpacing( newSpacing ); outImage->SetOrigin( newOrigin ); outImage->SetDirection( newDirection ); - outImage->SetRegions( upsampledRegion ); + outImage->SetLargestPossibleRegion( upsampledRegion ); + outImage->SetBufferedRegion( upsampledRegion ); + outImage->SetRequestedRegion( upsampledRegion ); outImage->Allocate(); outImage->FillBuffer(0.0); int w = upsampledSize[0]; int h = upsampledSize[1]; int d = upsampledSize[2]; // set/initialize output OutPixelType* outImageBufferPointer = (OutPixelType*)outImage->GetBufferPointer(); // resample fiber bundle float minSpacing = 1; if(newSpacing[0]GetDeepCopy(); - m_FiberBundle->ResampleLinear(minSpacing/10); + m_FiberBundle->ResampleSpline(minSpacing/10); MITK_INFO << "TractDensityImageFilter: starting image generation"; + vtkSmartPointer fiberPolyData = m_FiberBundle->GetFiberPolyData(); vtkSmartPointer vLines = fiberPolyData->GetLines(); vLines->InitTraversal(); int numFibers = m_FiberBundle->GetNumFibers(); boost::progress_display disp(numFibers); for( int i=0; iGetNextCell ( numPoints, points ); // fill output image for( int j=0; j vertex = GetItkPoint(fiberPolyData->GetPoint(points[j])); itk::Index<3> index; itk::ContinuousIndex contIndex; outImage->TransformPhysicalPointToIndex(vertex, index); outImage->TransformPhysicalPointToContinuousIndex(vertex, contIndex); - if (!m_UseTrilinearInterpolation) + if (!m_UseTrilinearInterpolation && outImage->GetLargestPossibleRegion().IsInside(index)) { if (m_BinaryOutput) outImage->SetPixel(index, 1); else outImage->SetPixel(index, outImage->GetPixel(index)+0.01); continue; } float frac_x = contIndex[0] - index[0]; float frac_y = contIndex[1] - index[1]; float frac_z = contIndex[2] - index[2]; if (frac_x<0) { index[0] -= 1; frac_x += 1; } if (frac_y<0) { index[1] -= 1; frac_y += 1; } if (frac_z<0) { index[2] -= 1; frac_z += 1; } frac_x = 1-frac_x; frac_y = 1-frac_y; frac_z = 1-frac_z; // int coordinates inside image? if (index[0] < 0 || index[0] >= w-1) continue; if (index[1] < 0 || index[1] >= h-1) continue; if (index[2] < 0 || index[2] >= d-1) continue; if (m_BinaryOutput) { outImageBufferPointer[( index[0] + w*(index[1] + h*index[2] ))] = 1; outImageBufferPointer[( index[0] + w*(index[1]+1+ h*index[2] ))] = 1; outImageBufferPointer[( index[0] + w*(index[1] + h*index[2]+h))] = 1; outImageBufferPointer[( index[0] + w*(index[1]+1+ h*index[2]+h))] = 1; outImageBufferPointer[( index[0]+1 + w*(index[1] + h*index[2] ))] = 1; outImageBufferPointer[( index[0]+1 + w*(index[1] + h*index[2]+h))] = 1; outImageBufferPointer[( index[0]+1 + w*(index[1]+1+ h*index[2] ))] = 1; outImageBufferPointer[( index[0]+1 + w*(index[1]+1+ h*index[2]+h))] = 1; } else { outImageBufferPointer[( index[0] + w*(index[1] + h*index[2] ))] += ( frac_x)*( frac_y)*( frac_z); outImageBufferPointer[( index[0] + w*(index[1]+1+ h*index[2] ))] += ( frac_x)*(1-frac_y)*( frac_z); outImageBufferPointer[( index[0] + w*(index[1] + h*index[2]+h))] += ( frac_x)*( frac_y)*(1-frac_z); outImageBufferPointer[( index[0] + w*(index[1]+1+ h*index[2]+h))] += ( frac_x)*(1-frac_y)*(1-frac_z); outImageBufferPointer[( index[0]+1 + w*(index[1] + h*index[2] ))] += (1-frac_x)*( frac_y)*( frac_z); outImageBufferPointer[( index[0]+1 + w*(index[1] + h*index[2]+h))] += (1-frac_x)*( frac_y)*(1-frac_z); outImageBufferPointer[( index[0]+1 + w*(index[1]+1+ h*index[2] ))] += (1-frac_x)*(1-frac_y)*( frac_z); outImageBufferPointer[( index[0]+1 + w*(index[1]+1+ h*index[2]+h))] += (1-frac_x)*(1-frac_y)*(1-frac_z); } } } if (!m_OutputAbsoluteValues && !m_BinaryOutput) { MITK_INFO << "TractDensityImageFilter: max-normalizing output image"; OutPixelType max = 0; for (int i=0; i0) for (int i=0; i #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include namespace itk { template< class PixelType > TractsToDWIImageFilter< PixelType >::TractsToDWIImageFilter() : m_FiberBundle(NULL) , m_StatusText("") , m_UseConstantRandSeed(false) , m_RandGen(itk::Statistics::MersenneTwisterRandomVariateGenerator::New()) { m_RandGen->SetSeed(); } template< class PixelType > TractsToDWIImageFilter< PixelType >::~TractsToDWIImageFilter() { } template< class PixelType > TractsToDWIImageFilter< PixelType >::DoubleDwiType::Pointer TractsToDWIImageFilter< PixelType >::DoKspaceStuff( std::vector< DoubleDwiType::Pointer >& images ) { int numFiberCompartments = m_Parameters.m_FiberModelList.size(); // create slice object ImageRegion<2> sliceRegion; sliceRegion.SetSize(0, m_UpsampledImageRegion.GetSize()[0]); sliceRegion.SetSize(1, m_UpsampledImageRegion.GetSize()[1]); Vector< double, 2 > sliceSpacing; sliceSpacing[0] = m_UpsampledSpacing[0]; sliceSpacing[1] = m_UpsampledSpacing[1]; // frequency map slice SliceType::Pointer fMapSlice = NULL; if (m_Parameters.m_SignalGen.m_FrequencyMap.IsNotNull()) { fMapSlice = SliceType::New(); ImageRegion<2> region; region.SetSize(0, m_UpsampledImageRegion.GetSize()[0]); region.SetSize(1, m_UpsampledImageRegion.GetSize()[1]); fMapSlice->SetLargestPossibleRegion( region ); fMapSlice->SetBufferedRegion( region ); fMapSlice->SetRequestedRegion( region ); fMapSlice->Allocate(); fMapSlice->FillBuffer(0.0); } DoubleDwiType::Pointer newImage = DoubleDwiType::New(); newImage->SetSpacing( m_Parameters.m_SignalGen.m_ImageSpacing ); newImage->SetOrigin( m_Parameters.m_SignalGen.m_ImageOrigin ); newImage->SetDirection( m_Parameters.m_SignalGen.m_ImageDirection ); newImage->SetLargestPossibleRegion( m_Parameters.m_SignalGen.m_ImageRegion ); newImage->SetBufferedRegion( m_Parameters.m_SignalGen.m_ImageRegion ); newImage->SetRequestedRegion( m_Parameters.m_SignalGen.m_ImageRegion ); newImage->SetVectorLength( images.at(0)->GetVectorLength() ); newImage->Allocate(); std::vector< unsigned int > spikeVolume; for (unsigned int i=0; iGetIntegerVariate()%images.at(0)->GetVectorLength()); std::sort (spikeVolume.begin(), spikeVolume.end()); std::reverse (spikeVolume.begin(), spikeVolume.end()); m_StatusText += "0% 10 20 30 40 50 60 70 80 90 100%\n"; m_StatusText += "|----|----|----|----|----|----|----|----|----|----|\n*"; unsigned long lastTick = 0; boost::progress_display disp(2*images.at(0)->GetVectorLength()*images.at(0)->GetLargestPossibleRegion().GetSize(2)); for (unsigned int g=0; gGetVectorLength(); g++) { std::vector< unsigned int > spikeSlice; while (!spikeVolume.empty() && spikeVolume.back()==g) { spikeSlice.push_back(m_RandGen->GetIntegerVariate()%images.at(0)->GetLargestPossibleRegion().GetSize(2)); spikeVolume.pop_back(); } std::sort (spikeSlice.begin(), spikeSlice.end()); std::reverse (spikeSlice.begin(), spikeSlice.end()); for (unsigned int z=0; zGetLargestPossibleRegion().GetSize(2); z++) { std::vector< SliceType::Pointer > compartmentSlices; std::vector< double > t2Vector; for (unsigned int i=0; i* signalModel; if (iSetLargestPossibleRegion( sliceRegion ); slice->SetBufferedRegion( sliceRegion ); slice->SetRequestedRegion( sliceRegion ); slice->SetSpacing(sliceSpacing); slice->Allocate(); slice->FillBuffer(0.0); // extract slice from channel g for (unsigned int y=0; yGetLargestPossibleRegion().GetSize(1); y++) for (unsigned int x=0; xGetLargestPossibleRegion().GetSize(0); x++) { SliceType::IndexType index2D; index2D[0]=x; index2D[1]=y; DoubleDwiType::IndexType index3D; index3D[0]=x; index3D[1]=y; index3D[2]=z; slice->SetPixel(index2D, images.at(i)->GetPixel(index3D)[g]); if (fMapSlice.IsNotNull() && i==0) fMapSlice->SetPixel(index2D, m_Parameters.m_SignalGen.m_FrequencyMap->GetPixel(index3D)); } compartmentSlices.push_back(slice); t2Vector.push_back(signalModel->GetT2()); } if (this->GetAbortGenerateData()) return NULL; // create k-sapce (inverse fourier transform slices) itk::Size<2> outSize; outSize.SetElement(0, m_Parameters.m_SignalGen.m_ImageRegion.GetSize(0)); outSize.SetElement(1, m_Parameters.m_SignalGen.m_ImageRegion.GetSize(1)); itk::KspaceImageFilter< SliceType::PixelType >::Pointer idft = itk::KspaceImageFilter< SliceType::PixelType >::New(); idft->SetCompartmentImages(compartmentSlices); idft->SetT2(t2Vector); idft->SetUseConstantRandSeed(m_UseConstantRandSeed); idft->SetParameters(m_Parameters); idft->SetZ((double)z-(double)images.at(0)->GetLargestPossibleRegion().GetSize(2)/2.0); idft->SetDiffusionGradientDirection(m_Parameters.m_SignalGen.GetGradientDirection(g)); idft->SetFrequencyMapSlice(fMapSlice); idft->SetOutSize(outSize); int numSpikes = 0; while (!spikeSlice.empty() && spikeSlice.back()==z) { numSpikes++; spikeSlice.pop_back(); } idft->SetSpikesPerSlice(numSpikes); idft->Update(); ComplexSliceType::Pointer fSlice; fSlice = idft->GetOutput(); ++disp; unsigned long newTick = 50*disp.count()/disp.expected_count(); for (unsigned long tick = 0; tick<(newTick-lastTick); tick++) m_StatusText += "*"; lastTick = newTick; // fourier transform slice SliceType::Pointer newSlice; itk::DftImageFilter< SliceType::PixelType >::Pointer dft = itk::DftImageFilter< SliceType::PixelType >::New(); dft->SetInput(fSlice); dft->Update(); newSlice = dft->GetOutput(); // put slice back into channel g for (unsigned int y=0; yGetLargestPossibleRegion().GetSize(1); y++) for (unsigned int x=0; xGetLargestPossibleRegion().GetSize(0); x++) { DoubleDwiType::IndexType index3D; index3D[0]=x; index3D[1]=y; index3D[2]=z; SliceType::IndexType index2D; index2D[0]=x; index2D[1]=y; DoubleDwiType::PixelType pix3D = newImage->GetPixel(index3D); pix3D[g] = newSlice->GetPixel(index2D); newImage->SetPixel(index3D, pix3D); } ++disp; newTick = 50*disp.count()/disp.expected_count(); for (unsigned long tick = 0; tick<(newTick-lastTick); tick++) m_StatusText += "*"; lastTick = newTick; } } m_StatusText += "\n\n"; return newImage; } template< class PixelType > void TractsToDWIImageFilter< PixelType >::GenerateData() { m_TimeProbe.Start(); m_StatusText = "Starting simulation\n"; // check input data if (m_FiberBundle.IsNull()) itkExceptionMacro("Input fiber bundle is NULL!"); if (m_Parameters.m_FiberModelList.empty()) itkExceptionMacro("No diffusion model for fiber compartments defined!"); if (m_Parameters.m_NonFiberModelList.empty()) itkExceptionMacro("No diffusion model for non-fiber compartments defined!"); int baselineIndex = m_Parameters.m_SignalGen.GetFirstBaselineIndex(); if (baselineIndex<0) itkExceptionMacro("No baseline index found!"); if (!m_Parameters.m_SignalGen.m_SimulateKspaceAcquisition) m_Parameters.m_SignalGen.m_DoAddGibbsRinging = false; if (m_UseConstantRandSeed) // always generate the same random numbers? m_RandGen->SetSeed(0); else m_RandGen->SetSeed(); // initialize output dwi image ImageRegion<3> croppedRegion = m_Parameters.m_SignalGen.m_ImageRegion; croppedRegion.SetSize(1, croppedRegion.GetSize(1)*m_Parameters.m_SignalGen.m_CroppingFactor); itk::Point shiftedOrigin = m_Parameters.m_SignalGen.m_ImageOrigin; shiftedOrigin[1] += (m_Parameters.m_SignalGen.m_ImageRegion.GetSize(1)-croppedRegion.GetSize(1))*m_Parameters.m_SignalGen.m_ImageSpacing[1]/2; typename OutputImageType::Pointer outImage = OutputImageType::New(); outImage->SetSpacing( m_Parameters.m_SignalGen.m_ImageSpacing ); outImage->SetOrigin( shiftedOrigin ); outImage->SetDirection( m_Parameters.m_SignalGen.m_ImageDirection ); outImage->SetLargestPossibleRegion( croppedRegion ); outImage->SetBufferedRegion( croppedRegion ); outImage->SetRequestedRegion( croppedRegion ); outImage->SetVectorLength( m_Parameters.m_SignalGen.GetNumVolumes() ); outImage->Allocate(); typename OutputImageType::PixelType temp; temp.SetSize(m_Parameters.m_SignalGen.GetNumVolumes()); temp.Fill(0.0); outImage->FillBuffer(temp); // ADJUST GEOMETRY FOR FURTHER PROCESSING // is input slize size a power of two? unsigned int x=m_Parameters.m_SignalGen.m_ImageRegion.GetSize(0); unsigned int y=m_Parameters.m_SignalGen.m_ImageRegion.GetSize(1); ItkDoubleImgType::SizeType pad; pad[0]=x%2; pad[1]=y%2; pad[2]=0; m_Parameters.m_SignalGen.m_ImageRegion.SetSize(0, x+pad[0]); m_Parameters.m_SignalGen.m_ImageRegion.SetSize(1, y+pad[1]); if (m_Parameters.m_SignalGen.m_FrequencyMap.IsNotNull() && (pad[0]>0 || pad[1]>0)) { itk::ConstantPadImageFilter::Pointer zeroPadder = itk::ConstantPadImageFilter::New(); zeroPadder->SetInput(m_Parameters.m_SignalGen.m_FrequencyMap); zeroPadder->SetConstant(0); zeroPadder->SetPadUpperBound(pad); zeroPadder->Update(); m_Parameters.m_SignalGen.m_FrequencyMap = zeroPadder->GetOutput(); } if (m_Parameters.m_SignalGen.m_MaskImage.IsNotNull() && (pad[0]>0 || pad[1]>0)) { itk::ConstantPadImageFilter::Pointer zeroPadder = itk::ConstantPadImageFilter::New(); zeroPadder->SetInput(m_Parameters.m_SignalGen.m_MaskImage); zeroPadder->SetConstant(0); zeroPadder->SetPadUpperBound(pad); zeroPadder->Update(); m_Parameters.m_SignalGen.m_MaskImage = zeroPadder->GetOutput(); } // Apply in-plane upsampling for Gibbs ringing artifact double upsampling = 1; if (m_Parameters.m_SignalGen.m_DoAddGibbsRinging) upsampling = 2; m_UpsampledSpacing = m_Parameters.m_SignalGen.m_ImageSpacing; m_UpsampledSpacing[0] /= upsampling; m_UpsampledSpacing[1] /= upsampling; m_UpsampledImageRegion = m_Parameters.m_SignalGen.m_ImageRegion; m_UpsampledImageRegion.SetSize(0, m_Parameters.m_SignalGen.m_ImageRegion.GetSize()[0]*upsampling); m_UpsampledImageRegion.SetSize(1, m_Parameters.m_SignalGen.m_ImageRegion.GetSize()[1]*upsampling); m_UpsampledOrigin = m_Parameters.m_SignalGen.m_ImageOrigin; m_UpsampledOrigin[0] -= m_Parameters.m_SignalGen.m_ImageSpacing[0]/2; m_UpsampledOrigin[0] += m_UpsampledSpacing[0]/2; m_UpsampledOrigin[1] -= m_Parameters.m_SignalGen.m_ImageSpacing[1]/2; m_UpsampledOrigin[1] += m_UpsampledSpacing[1]/2; m_UpsampledOrigin[2] -= m_Parameters.m_SignalGen.m_ImageSpacing[2]/2; m_UpsampledOrigin[2] += m_UpsampledSpacing[2]/2; // generate double images to store the individual compartment signals m_CompartmentImages.clear(); int numFiberCompartments = m_Parameters.m_FiberModelList.size(); int numNonFiberCompartments = m_Parameters.m_NonFiberModelList.size(); for (int i=0; iSetSpacing( m_UpsampledSpacing ); doubleDwi->SetOrigin( m_UpsampledOrigin ); doubleDwi->SetDirection( m_Parameters.m_SignalGen.m_ImageDirection ); doubleDwi->SetLargestPossibleRegion( m_UpsampledImageRegion ); doubleDwi->SetBufferedRegion( m_UpsampledImageRegion ); doubleDwi->SetRequestedRegion( m_UpsampledImageRegion ); doubleDwi->SetVectorLength( m_Parameters.m_SignalGen.GetNumVolumes() ); doubleDwi->Allocate(); DoubleDwiType::PixelType pix; pix.SetSize(m_Parameters.m_SignalGen.GetNumVolumes()); pix.Fill(0.0); doubleDwi->FillBuffer(pix); m_CompartmentImages.push_back(doubleDwi); } // initialize output volume fraction images m_VolumeFractions.clear(); for (int i=0; iSetSpacing( m_UpsampledSpacing ); doubleImg->SetOrigin( m_UpsampledOrigin ); doubleImg->SetDirection( m_Parameters.m_SignalGen.m_ImageDirection ); doubleImg->SetLargestPossibleRegion( m_UpsampledImageRegion ); doubleImg->SetBufferedRegion( m_UpsampledImageRegion ); doubleImg->SetRequestedRegion( m_UpsampledImageRegion ); doubleImg->Allocate(); doubleImg->FillBuffer(0); m_VolumeFractions.push_back(doubleImg); } // get volume fraction images ItkDoubleImgType::Pointer sumImage = ItkDoubleImgType::New(); bool foundVolumeFractionImage = false; for (int i=0; iGetVolumeFractionImage().IsNotNull()) { foundVolumeFractionImage = true; itk::ConstantPadImageFilter::Pointer zeroPadder = itk::ConstantPadImageFilter::New(); zeroPadder->SetInput(m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()); zeroPadder->SetConstant(0); zeroPadder->SetPadUpperBound(pad); zeroPadder->Update(); m_Parameters.m_NonFiberModelList[i]->SetVolumeFractionImage(zeroPadder->GetOutput()); sumImage->SetSpacing( m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->GetSpacing() ); sumImage->SetOrigin( m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->GetOrigin() ); sumImage->SetDirection( m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->GetDirection() ); sumImage->SetLargestPossibleRegion( m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->GetLargestPossibleRegion() ); sumImage->SetBufferedRegion( m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->GetLargestPossibleRegion() ); sumImage->SetRequestedRegion( m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->GetLargestPossibleRegion() ); sumImage->Allocate(); sumImage->FillBuffer(0); break; } } if (!foundVolumeFractionImage) { sumImage->SetSpacing( m_UpsampledSpacing ); sumImage->SetOrigin( m_UpsampledOrigin ); sumImage->SetDirection( m_Parameters.m_SignalGen.m_ImageDirection ); sumImage->SetLargestPossibleRegion( m_UpsampledImageRegion ); sumImage->SetBufferedRegion( m_UpsampledImageRegion ); sumImage->SetRequestedRegion( m_UpsampledImageRegion ); sumImage->Allocate(); sumImage->FillBuffer(0.0); } for (int i=0; iGetVolumeFractionImage().IsNull()) { ItkDoubleImgType::Pointer doubleImg = ItkDoubleImgType::New(); doubleImg->SetSpacing( sumImage->GetSpacing() ); doubleImg->SetOrigin( sumImage->GetOrigin() ); doubleImg->SetDirection( sumImage->GetDirection() ); doubleImg->SetLargestPossibleRegion( sumImage->GetLargestPossibleRegion() ); doubleImg->SetBufferedRegion( sumImage->GetLargestPossibleRegion() ); doubleImg->SetRequestedRegion( sumImage->GetLargestPossibleRegion() ); doubleImg->Allocate(); doubleImg->FillBuffer(1.0/numNonFiberCompartments); m_Parameters.m_NonFiberModelList[i]->SetVolumeFractionImage(doubleImg); } ImageRegionIterator it(m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage(), m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->GetLargestPossibleRegion()); while(!it.IsAtEnd()) { sumImage->SetPixel(it.GetIndex(), sumImage->GetPixel(it.GetIndex())+it.Get()); ++it; } } for (int i=0; i it(m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage(), m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->GetLargestPossibleRegion()); while(!it.IsAtEnd()) { if (sumImage->GetPixel(it.GetIndex())>0) it.Set(it.Get()/sumImage->GetPixel(it.GetIndex())); ++it; } } // resample mask image and frequency map to fit upsampled geometry if (m_Parameters.m_SignalGen.m_DoAddGibbsRinging) { if (m_Parameters.m_SignalGen.m_MaskImage.IsNotNull()) { // rescale mask image (otherwise there are problems with the resampling) itk::RescaleIntensityImageFilter::Pointer rescaler = itk::RescaleIntensityImageFilter::New(); rescaler->SetInput(0,m_Parameters.m_SignalGen.m_MaskImage); rescaler->SetOutputMaximum(100); rescaler->SetOutputMinimum(0); rescaler->Update(); // resample mask image itk::ResampleImageFilter::Pointer resampler = itk::ResampleImageFilter::New(); resampler->SetInput(rescaler->GetOutput()); resampler->SetOutputParametersFromImage(m_Parameters.m_SignalGen.m_MaskImage); resampler->SetSize(m_UpsampledImageRegion.GetSize()); resampler->SetOutputSpacing(m_UpsampledSpacing); resampler->SetOutputOrigin(m_UpsampledOrigin); itk::NearestNeighborInterpolateImageFunction::Pointer nn_interpolator = itk::NearestNeighborInterpolateImageFunction::New(); resampler->SetInterpolator(nn_interpolator); resampler->Update(); m_Parameters.m_SignalGen.m_MaskImage = resampler->GetOutput(); itk::ImageFileWriter::Pointer w = itk::ImageFileWriter::New(); w->SetFileName("/local/mask_ups.nrrd"); w->SetInput(m_Parameters.m_SignalGen.m_MaskImage); w->Update(); } // resample frequency map if (m_Parameters.m_SignalGen.m_FrequencyMap.IsNotNull()) { itk::ResampleImageFilter::Pointer resampler = itk::ResampleImageFilter::New(); resampler->SetInput(m_Parameters.m_SignalGen.m_FrequencyMap); resampler->SetOutputParametersFromImage(m_Parameters.m_SignalGen.m_FrequencyMap); resampler->SetSize(m_UpsampledImageRegion.GetSize()); resampler->SetOutputSpacing(m_UpsampledSpacing); resampler->SetOutputOrigin(m_UpsampledOrigin); itk::NearestNeighborInterpolateImageFunction::Pointer nn_interpolator = itk::NearestNeighborInterpolateImageFunction::New(); resampler->SetInterpolator(nn_interpolator); resampler->Update(); m_Parameters.m_SignalGen.m_FrequencyMap = resampler->GetOutput(); } } // no input tissue mask is set -> create default m_MaskImageSet = true; if (m_Parameters.m_SignalGen.m_MaskImage.IsNull()) { m_StatusText += "No tissue mask set\n"; MITK_INFO << "No tissue mask set"; m_Parameters.m_SignalGen.m_MaskImage = ItkUcharImgType::New(); m_Parameters.m_SignalGen.m_MaskImage->SetSpacing( m_UpsampledSpacing ); m_Parameters.m_SignalGen.m_MaskImage->SetOrigin( m_UpsampledOrigin ); m_Parameters.m_SignalGen.m_MaskImage->SetDirection( m_Parameters.m_SignalGen.m_ImageDirection ); m_Parameters.m_SignalGen.m_MaskImage->SetLargestPossibleRegion( m_UpsampledImageRegion ); m_Parameters.m_SignalGen.m_MaskImage->SetBufferedRegion( m_UpsampledImageRegion ); m_Parameters.m_SignalGen.m_MaskImage->SetRequestedRegion( m_UpsampledImageRegion ); m_Parameters.m_SignalGen.m_MaskImage->Allocate(); m_Parameters.m_SignalGen.m_MaskImage->FillBuffer(1); m_MaskImageSet = false; } else { m_StatusText += "Using tissue mask\n"; MITK_INFO << "Using tissue mask"; } m_Parameters.m_SignalGen.m_ImageRegion = croppedRegion; x=m_Parameters.m_SignalGen.m_ImageRegion.GetSize(0); y=m_Parameters.m_SignalGen.m_ImageRegion.GetSize(1); if ( x%2 == 1 ) m_Parameters.m_SignalGen.m_ImageRegion.SetSize(0, x+1); if ( y%2 == 1 ) m_Parameters.m_SignalGen.m_ImageRegion.SetSize(1, y+1); // resample fiber bundle for sufficient voxel coverage m_StatusText += "\n"+this->GetTime()+" > Resampling fibers ...\n"; double segmentVolume = 0.0001; float minSpacing = 1; if(m_UpsampledSpacing[0]GetDeepCopy(); double volumeAccuracy = 10; - m_FiberBundleWorkingCopy->ResampleLinear(minSpacing/volumeAccuracy); + m_FiberBundleWorkingCopy->ResampleSpline(minSpacing/volumeAccuracy); double mmRadius = m_Parameters.m_SignalGen.m_AxonRadius/1000; if (mmRadius>0) segmentVolume = M_PI*mmRadius*mmRadius*minSpacing/volumeAccuracy; double maxVolume = 0; m_VoxelVolume = m_UpsampledSpacing[0]*m_UpsampledSpacing[1]*m_UpsampledSpacing[2]; if (m_Parameters.m_SignalGen.m_DoAddMotion) { std::string fileName = "fiberfox_motion_0.log"; std::string filePath = mitk::IOUtil::GetTempPath(); if (m_Parameters.m_Misc.m_OutputPath.size()>0) filePath = m_Parameters.m_Misc.m_OutputPath; int c = 1; while (itksys::SystemTools::FileExists((filePath+fileName).c_str())) { fileName = "fiberfox_motion_"; fileName += boost::lexical_cast(c); fileName += ".log"; c++; } m_Logfile.open((filePath+fileName).c_str()); m_Logfile << "0 rotation: 0,0,0; translation: 0,0,0\n"; if (m_Parameters.m_SignalGen.m_DoRandomizeMotion) { m_StatusText += "Adding random motion artifacts:\n"; m_StatusText += "Maximum rotation: +/-" + boost::lexical_cast(m_Parameters.m_SignalGen.m_Rotation) + "°\n"; m_StatusText += "Maximum translation: +/-" + boost::lexical_cast(m_Parameters.m_SignalGen.m_Translation) + "mm\n"; } else { m_StatusText += "Adding linear motion artifacts:\n"; m_StatusText += "Maximum rotation: " + boost::lexical_cast(m_Parameters.m_SignalGen.m_Rotation) + "°\n"; m_StatusText += "Maximum translation: " + boost::lexical_cast(m_Parameters.m_SignalGen.m_Translation) + "mm\n"; } m_StatusText += "Motion logfile: " + (filePath+fileName) + "\n"; MITK_INFO << "Adding motion artifacts"; MITK_INFO << "Maximum rotation: " << m_Parameters.m_SignalGen.m_Rotation; MITK_INFO << "Maxmimum translation: " << m_Parameters.m_SignalGen.m_Translation; } maxVolume = 0; m_StatusText += "\n"+this->GetTime()+" > Generating " + boost::lexical_cast(numFiberCompartments+numNonFiberCompartments) + "-compartment diffusion-weighted signal.\n"; MITK_INFO << "Generating " << numFiberCompartments+numNonFiberCompartments << "-compartment diffusion-weighted signal."; int numFibers = m_FiberBundle->GetNumFibers(); boost::progress_display disp(numFibers*m_Parameters.m_SignalGen.GetNumVolumes()); // get transform for motion artifacts m_FiberBundleTransformed = m_FiberBundleWorkingCopy; m_Rotation = m_Parameters.m_SignalGen.m_Rotation/m_Parameters.m_SignalGen.GetNumVolumes(); m_Translation = m_Parameters.m_SignalGen.m_Translation/m_Parameters.m_SignalGen.GetNumVolumes(); // creat image to hold transformed mask (motion artifact) m_MaskImage = ItkUcharImgType::New(); itk::ImageDuplicator::Pointer duplicator = itk::ImageDuplicator::New(); duplicator->SetInputImage(m_Parameters.m_SignalGen.m_MaskImage); duplicator->Update(); m_MaskImage = duplicator->GetOutput(); // second upsampling needed for motion artifacts ImageRegion<3> upsampledImageRegion = m_UpsampledImageRegion; DoubleVectorType upsampledSpacing = m_UpsampledSpacing; upsampledSpacing[0] /= 4; upsampledSpacing[1] /= 4; upsampledSpacing[2] /= 4; upsampledImageRegion.SetSize(0, m_UpsampledImageRegion.GetSize()[0]*4); upsampledImageRegion.SetSize(1, m_UpsampledImageRegion.GetSize()[1]*4); upsampledImageRegion.SetSize(2, m_UpsampledImageRegion.GetSize()[2]*4); itk::Point upsampledOrigin = m_UpsampledOrigin; upsampledOrigin[0] -= m_UpsampledSpacing[0]/2; upsampledOrigin[0] += upsampledSpacing[0]/2; upsampledOrigin[1] -= m_UpsampledSpacing[1]/2; upsampledOrigin[1] += upsampledSpacing[1]/2; upsampledOrigin[2] -= m_UpsampledSpacing[2]/2; upsampledOrigin[2] += upsampledSpacing[2]/2; m_UpsampledMaskImage = ItkUcharImgType::New(); itk::ResampleImageFilter::Pointer upsampler = itk::ResampleImageFilter::New(); upsampler->SetInput(m_Parameters.m_SignalGen.m_MaskImage); upsampler->SetOutputParametersFromImage(m_Parameters.m_SignalGen.m_MaskImage); upsampler->SetSize(upsampledImageRegion.GetSize()); upsampler->SetOutputSpacing(upsampledSpacing); upsampler->SetOutputOrigin(upsampledOrigin); itk::NearestNeighborInterpolateImageFunction::Pointer nn_interpolator = itk::NearestNeighborInterpolateImageFunction::New(); upsampler->SetInterpolator(nn_interpolator); upsampler->Update(); m_UpsampledMaskImage = upsampler->GetOutput(); unsigned long lastTick = 0; int signalModelSeed = m_RandGen->GetIntegerVariate(); switch (m_Parameters.m_SignalGen.m_DiffusionDirectionMode) { case(SignalGenerationParameters::FIBER_TANGENT_DIRECTIONS): // use fiber tangent directions to determine diffusion direction { m_StatusText += "0% 10 20 30 40 50 60 70 80 90 100%\n"; m_StatusText += "|----|----|----|----|----|----|----|----|----|----|\n*"; for (unsigned int g=0; gSetSeed(signalModelSeed); for (int i=0; iSetSeed(signalModelSeed); ItkDoubleImgType::Pointer intraAxonalVolumeImage = ItkDoubleImgType::New(); intraAxonalVolumeImage->SetSpacing( m_UpsampledSpacing ); intraAxonalVolumeImage->SetOrigin( m_UpsampledOrigin ); intraAxonalVolumeImage->SetDirection( m_Parameters.m_SignalGen.m_ImageDirection ); intraAxonalVolumeImage->SetLargestPossibleRegion( m_UpsampledImageRegion ); intraAxonalVolumeImage->SetBufferedRegion( m_UpsampledImageRegion ); intraAxonalVolumeImage->SetRequestedRegion( m_UpsampledImageRegion ); intraAxonalVolumeImage->Allocate(); intraAxonalVolumeImage->FillBuffer(0); vtkPolyData* fiberPolyData = m_FiberBundleTransformed->GetFiberPolyData(); // generate fiber signal (if there are any fiber models present) if (!m_Parameters.m_FiberModelList.empty()) for( int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); if (numPoints<2) continue; for( int j=0; jGetAbortGenerateData()) { m_StatusText += "\n"+this->GetTime()+" > Simulation aborted\n"; return; } double* temp = points->GetPoint(j); itk::Point vertex = GetItkPoint(temp); itk::Vector v = GetItkVector(temp); itk::Vector dir(3); if (jGetPoint(j+1))-v; else dir = v-GetItkVector(points->GetPoint(j-1)); if (dir.GetSquaredNorm()<0.0001 || dir[0]!=dir[0] || dir[1]!=dir[1] || dir[2]!=dir[2]) continue; itk::Index<3> idx; itk::ContinuousIndex contIndex; m_MaskImage->TransformPhysicalPointToIndex(vertex, idx); m_MaskImage->TransformPhysicalPointToContinuousIndex(vertex, contIndex); if (!m_MaskImage->GetLargestPossibleRegion().IsInside(idx) || m_MaskImage->GetPixel(idx)<=0) continue; // generate signal for each fiber compartment for (int k=0; kSetFiberDirection(dir); DoubleDwiType::PixelType pix = m_CompartmentImages.at(k)->GetPixel(idx); pix[g] += segmentVolume*m_Parameters.m_FiberModelList[k]->SimulateMeasurement(g); m_CompartmentImages.at(k)->SetPixel(idx, pix); } // update fiber volume image double vol = intraAxonalVolumeImage->GetPixel(idx) + segmentVolume; intraAxonalVolumeImage->SetPixel(idx, vol); if (g==0 && vol>maxVolume) maxVolume = vol; } // progress report ++disp; unsigned long newTick = 50*disp.count()/disp.expected_count(); for (unsigned int tick = 0; tick<(newTick-lastTick); tick++) m_StatusText += "*"; lastTick = newTick; } // generate non-fiber signal ImageRegionIterator it3(m_MaskImage, m_MaskImage->GetLargestPossibleRegion()); double fact = 1; if (m_Parameters.m_SignalGen.m_AxonRadius<0.0001 || maxVolume>m_VoxelVolume) fact = m_VoxelVolume/maxVolume; while(!it3.IsAtEnd()) { if (it3.Get()>0) { DoubleDwiType::IndexType index = it3.GetIndex(); // adjust intra-axonal signal to abtain an only-fiber voxel if (fabs(fact-1.0)>0.0001) for (int i=0; iGetPixel(index); pix[g] *= fact; m_CompartmentImages.at(i)->SetPixel(index, pix); } // simulate other compartments SimulateNonFiberSignal(index, intraAxonalVolumeImage->GetPixel(index)*fact, g); } ++it3; } // move fibers SimulateMotion(g); } break; } case (SignalGenerationParameters::MAIN_FIBER_DIRECTIONS): // use main fiber directions to determine voxel-wise diffusion directions { typedef itk::Image< itk::Vector< float, 3>, 3 > ItkDirectionImage3DType; typedef itk::VectorContainer< unsigned int, ItkDirectionImage3DType::Pointer > ItkDirectionImageContainerType; // calculate main fiber directions itk::TractsToVectorImageFilter::Pointer fOdfFilter = itk::TractsToVectorImageFilter::New(); fOdfFilter->SetFiberBundle(m_FiberBundleTransformed); fOdfFilter->SetMaskImage(m_MaskImage); fOdfFilter->SetAngularThreshold(cos(m_Parameters.m_SignalGen.m_FiberSeparationThreshold*M_PI/180.0)); fOdfFilter->SetNormalizeVectors(false); fOdfFilter->SetUseWorkingCopy(true); fOdfFilter->SetSizeThreshold(0); fOdfFilter->SetMaxNumDirections(3); fOdfFilter->Update(); ItkDirectionImageContainerType::Pointer directionImageContainer = fOdfFilter->GetDirectionImageContainer(); // allocate image storing intra-axonal volume fraction information ItkDoubleImgType::Pointer intraAxonalVolumeImage = ItkDoubleImgType::New(); intraAxonalVolumeImage->SetSpacing( m_UpsampledSpacing ); intraAxonalVolumeImage->SetOrigin( m_UpsampledOrigin ); intraAxonalVolumeImage->SetDirection( m_Parameters.m_SignalGen.m_ImageDirection ); intraAxonalVolumeImage->SetLargestPossibleRegion( m_UpsampledImageRegion ); intraAxonalVolumeImage->SetBufferedRegion( m_UpsampledImageRegion ); intraAxonalVolumeImage->SetRequestedRegion( m_UpsampledImageRegion ); intraAxonalVolumeImage->Allocate(); intraAxonalVolumeImage->FillBuffer(0); // determine intra-axonal volume fraction using the tract density itk::TractDensityImageFilter< ItkDoubleImgType >::Pointer tdiFilter = itk::TractDensityImageFilter< ItkDoubleImgType >::New(); tdiFilter->SetFiberBundle(m_FiberBundleTransformed); tdiFilter->SetBinaryOutput(false); tdiFilter->SetOutputAbsoluteValues(false); tdiFilter->SetInputImage(intraAxonalVolumeImage); tdiFilter->SetUseImageGeometry(true); tdiFilter->Update(); intraAxonalVolumeImage = tdiFilter->GetOutput(); m_StatusText += "0% 10 20 30 40 50 60 70 80 90 100%\n"; m_StatusText += "|----|----|----|----|----|----|----|----|----|----|\n*"; boost::progress_display disp(m_MaskImage->GetLargestPossibleRegion().GetNumberOfPixels()*m_Parameters.m_SignalGen.GetNumVolumes()); for (unsigned int g=0; gSetSeed(signalModelSeed); for (int i=0; iSetSeed(signalModelSeed); if (m_Parameters.m_SignalGen.m_DoAddMotion && g>0) // if fibers have moved we need a new TDI and new directions { fOdfFilter->SetFiberBundle(m_FiberBundleTransformed); fOdfFilter->SetMaskImage(m_MaskImage); fOdfFilter->Update(); directionImageContainer = fOdfFilter->GetDirectionImageContainer(); tdiFilter->SetFiberBundle(m_FiberBundleTransformed); tdiFilter->Update(); intraAxonalVolumeImage = tdiFilter->GetOutput(); } ImageRegionIterator< ItkUcharImgType > it(m_MaskImage, m_MaskImage->GetLargestPossibleRegion()); while(!it.IsAtEnd()) { ++disp; unsigned long newTick = 50*disp.count()/disp.expected_count(); for (unsigned int tick = 0; tick<(newTick-lastTick); tick++) m_StatusText += "*"; lastTick = newTick; if (this->GetAbortGenerateData()) { m_StatusText += "\n"+this->GetTime()+" > Simulation aborted\n"; return; } if (it.Get()>0) { // generate fiber signal for (int c=0; cGetPixel(it.GetIndex()); for (unsigned int i=0; iSize(); i++) { itk::Vector< double, 3> dir; dir.CastFrom(directionImageContainer->GetElement(i)->GetPixel(it.GetIndex())); double norm = dir.GetNorm(); if (norm>0.0001) { m_Parameters.m_FiberModelList.at(c)->SetFiberDirection(dir); pix[g] += m_Parameters.m_FiberModelList.at(c)->SimulateMeasurement(g)*norm; count++; } } if (count>0) pix[g] /= count; pix[g] *= intraAxonalVolumeImage->GetPixel(it.GetIndex())*m_VoxelVolume; m_CompartmentImages.at(c)->SetPixel(it.GetIndex(), pix); } // simulate other compartments SimulateNonFiberSignal(it.GetIndex(), intraAxonalVolumeImage->GetPixel(it.GetIndex())*m_VoxelVolume, g); } ++it; } SimulateMotion(g); } itk::ImageFileWriter< ItkUcharImgType >::Pointer wr = itk::ImageFileWriter< ItkUcharImgType >::New(); wr->SetInput(fOdfFilter->GetNumDirectionsImage()); wr->SetFileName(mitk::IOUtil::GetTempPath()+"/NumDirections_MainFiberDirections.nrrd"); wr->Update(); break; } case (SignalGenerationParameters::RANDOM_DIRECTIONS): { ItkUcharImgType::Pointer numDirectionsImage = ItkUcharImgType::New(); numDirectionsImage->SetSpacing( m_UpsampledSpacing ); numDirectionsImage->SetOrigin( m_UpsampledOrigin ); numDirectionsImage->SetDirection( m_Parameters.m_SignalGen.m_ImageDirection ); numDirectionsImage->SetLargestPossibleRegion( m_UpsampledImageRegion ); numDirectionsImage->SetBufferedRegion( m_UpsampledImageRegion ); numDirectionsImage->SetRequestedRegion( m_UpsampledImageRegion ); numDirectionsImage->Allocate(); numDirectionsImage->FillBuffer(0); double sepAngle = cos(m_Parameters.m_SignalGen.m_FiberSeparationThreshold*M_PI/180.0); m_StatusText += "0% 10 20 30 40 50 60 70 80 90 100%\n"; m_StatusText += "|----|----|----|----|----|----|----|----|----|----|\n*"; boost::progress_display disp(m_MaskImage->GetLargestPossibleRegion().GetNumberOfPixels()); ImageRegionIterator it(m_MaskImage, m_MaskImage->GetLargestPossibleRegion()); while(!it.IsAtEnd()) { ++disp; unsigned long newTick = 50*disp.count()/disp.expected_count(); for (unsigned int tick = 0; tick<(newTick-lastTick); tick++) m_StatusText += "*"; lastTick = newTick; if (this->GetAbortGenerateData()) { m_StatusText += "\n"+this->GetTime()+" > Simulation aborted\n"; return; } if (it.Get()>0) { int numFibs = m_RandGen->GetIntegerVariate(2)+1; DoubleDwiType::PixelType pix = m_CompartmentImages.at(0)->GetPixel(it.GetIndex()); double volume = m_RandGen->GetVariateWithClosedRange(0.3); // double sum = 0; std::vector< double > fractions; for (int i=0; iGetVariateWithClosedRange(0.5)); // sum += fractions.at(i); } // for (int i=0; i > directions; for (int i=0; iGetVariateWithClosedRange(2)-1.0; fib[1] = m_RandGen->GetVariateWithClosedRange(2)-1.0; fib[2] = m_RandGen->GetVariateWithClosedRange(2)-1.0; fib.Normalize(); double min = 0; for (unsigned int d=0; dmin) min = angle; } if (minSetFiberDirection(fib); pix += m_Parameters.m_FiberModelList.at(0)->SimulateMeasurement()*fractions[i]; directions.push_back(fib); } else i--; } pix *= (1-volume); m_CompartmentImages.at(0)->SetPixel(it.GetIndex(), pix); // CSF/GM { pix += volume*m_Parameters.m_NonFiberModelList.at(0)->SimulateMeasurement(); } numDirectionsImage->SetPixel(it.GetIndex(), numFibs); } ++it; } itk::ImageFileWriter< ItkUcharImgType >::Pointer wr = itk::ImageFileWriter< ItkUcharImgType >::New(); wr->SetInput(numDirectionsImage); wr->SetFileName(mitk::IOUtil::GetTempPath()+"/NumDirections_RandomDirections.nrrd"); wr->Update(); } } if (m_Logfile.is_open()) { m_Logfile << "DONE"; m_Logfile.close(); } m_StatusText += "\n\n"; if (this->GetAbortGenerateData()) { m_StatusText += "\n"+this->GetTime()+" > Simulation aborted\n"; return; } DoubleDwiType::Pointer doubleOutImage; if ( m_Parameters.m_SignalGen.m_SimulateKspaceAcquisition ) // do k-space stuff { m_StatusText += this->GetTime()+" > Adjusting complex signal\n"; MITK_INFO << "Adjusting complex signal:"; if (m_Parameters.m_SignalGen.m_DoSimulateRelaxation) m_StatusText += "Simulating signal relaxation\n"; if (m_Parameters.m_SignalGen.m_FrequencyMap.IsNotNull()) m_StatusText += "Simulating distortions\n"; if (m_Parameters.m_SignalGen.m_DoAddGibbsRinging) m_StatusText += "Simulating ringing artifacts\n"; if (m_Parameters.m_SignalGen.m_EddyStrength>0) m_StatusText += "Simulating eddy currents\n"; if (m_Parameters.m_SignalGen.m_Spikes>0) m_StatusText += "Simulating spikes\n"; if (m_Parameters.m_SignalGen.m_CroppingFactor<1.0) m_StatusText += "Simulating aliasing artifacts\n"; if (m_Parameters.m_SignalGen.m_KspaceLineOffset>0) m_StatusText += "Simulating ghosts\n"; doubleOutImage = DoKspaceStuff(m_CompartmentImages); m_Parameters.m_SignalGen.m_SignalScale = 1; // already scaled in DoKspaceStuff } else // don't do k-space stuff, just sum compartments { m_StatusText += this->GetTime()+" > Summing compartments\n"; MITK_INFO << "Summing compartments"; doubleOutImage = m_CompartmentImages.at(0); for (unsigned int i=1; i::Pointer adder = itk::AddImageFilter< DoubleDwiType, DoubleDwiType, DoubleDwiType>::New(); adder->SetInput1(doubleOutImage); adder->SetInput2(m_CompartmentImages.at(i)); adder->Update(); doubleOutImage = adder->GetOutput(); } } if (this->GetAbortGenerateData()) { m_StatusText += "\n"+this->GetTime()+" > Simulation aborted\n"; return; } m_StatusText += this->GetTime()+" > Finalizing image\n"; MITK_INFO << "Finalizing image"; if (m_Parameters.m_SignalGen.m_SignalScale>1) m_StatusText += " Scaling signal\n"; if (m_Parameters.m_NoiseModel!=NULL) m_StatusText += " Adding noise\n"; unsigned int window = 0; unsigned int min = itk::NumericTraits::max(); ImageRegionIterator it4 (outImage, outImage->GetLargestPossibleRegion()); DoubleDwiType::PixelType signal; signal.SetSize(m_Parameters.m_SignalGen.GetNumVolumes()); boost::progress_display disp2(outImage->GetLargestPossibleRegion().GetNumberOfPixels()); m_StatusText += "0% 10 20 30 40 50 60 70 80 90 100%\n"; m_StatusText += "|----|----|----|----|----|----|----|----|----|----|\n*"; lastTick = 0; while(!it4.IsAtEnd()) { if (this->GetAbortGenerateData()) { m_StatusText += "\n"+this->GetTime()+" > Simulation aborted\n"; return; } ++disp2; unsigned long newTick = 50*disp2.count()/disp2.expected_count(); for (unsigned long tick = 0; tick<(newTick-lastTick); tick++) m_StatusText += "*"; lastTick = newTick; typename OutputImageType::IndexType index = it4.GetIndex(); signal = doubleOutImage->GetPixel(index)*m_Parameters.m_SignalGen.m_SignalScale; if (m_Parameters.m_NoiseModel!=NULL) m_Parameters.m_NoiseModel->AddNoise(signal); for (unsigned int i=0; i0) signal[i] = floor(signal[i]+0.5); else signal[i] = ceil(signal[i]-0.5); if ( (!m_Parameters.m_SignalGen.IsBaselineIndex(i) || signal.Size()==1) && signal[i]>window) window = signal[i]; if ( (!m_Parameters.m_SignalGen.IsBaselineIndex(i) || signal.Size()==1) && signal[i]SetNthOutput(0, outImage); m_StatusText += "\n\n"; m_StatusText += "Finished simulation\n"; m_StatusText += "Simulation time: "+GetTime(); m_TimeProbe.Stop(); } template< class PixelType > void TractsToDWIImageFilter< PixelType >::SimulateMotion(int g) { if (m_Parameters.m_SignalGen.m_DoAddMotion && gGetDeepCopy(); m_Rotation[0] = m_RandGen->GetVariateWithClosedRange(m_Parameters.m_SignalGen.m_Rotation[0]*2)-m_Parameters.m_SignalGen.m_Rotation[0]; m_Rotation[1] = m_RandGen->GetVariateWithClosedRange(m_Parameters.m_SignalGen.m_Rotation[1]*2)-m_Parameters.m_SignalGen.m_Rotation[1]; m_Rotation[2] = m_RandGen->GetVariateWithClosedRange(m_Parameters.m_SignalGen.m_Rotation[2]*2)-m_Parameters.m_SignalGen.m_Rotation[2]; m_Translation[0] = m_RandGen->GetVariateWithClosedRange(m_Parameters.m_SignalGen.m_Translation[0]*2)-m_Parameters.m_SignalGen.m_Translation[0]; m_Translation[1] = m_RandGen->GetVariateWithClosedRange(m_Parameters.m_SignalGen.m_Translation[1]*2)-m_Parameters.m_SignalGen.m_Translation[1]; m_Translation[2] = m_RandGen->GetVariateWithClosedRange(m_Parameters.m_SignalGen.m_Translation[2]*2)-m_Parameters.m_SignalGen.m_Translation[2]; } // rotate mask image if (m_MaskImageSet) { ImageRegionIterator maskIt(m_UpsampledMaskImage, m_UpsampledMaskImage->GetLargestPossibleRegion()); m_MaskImage->FillBuffer(0); while(!maskIt.IsAtEnd()) { if (maskIt.Get()<=0) { ++maskIt; continue; } DoubleDwiType::IndexType index = maskIt.GetIndex(); itk::Point point; m_UpsampledMaskImage->TransformIndexToPhysicalPoint(index, point); if (m_Parameters.m_SignalGen.m_DoRandomizeMotion) point = m_FiberBundleWorkingCopy->TransformPoint(point.GetVnlVector(), m_Rotation[0],m_Rotation[1],m_Rotation[2],m_Translation[0],m_Translation[1],m_Translation[2]); else point = m_FiberBundleWorkingCopy->TransformPoint(point.GetVnlVector(), m_Rotation[0]*(g+1),m_Rotation[1]*(g+1),m_Rotation[2]*(g+1),m_Translation[0]*(g+1),m_Translation[1]*(g+1),m_Translation[2]*(g+1)); m_MaskImage->TransformPhysicalPointToIndex(point, index); if (m_MaskImage->GetLargestPossibleRegion().IsInside(index)) m_MaskImage->SetPixel(index,100); ++maskIt; } } // rotate fibers if (m_Logfile.is_open()) { m_Logfile << g+1 << " rotation: " << m_Rotation[0] << "," << m_Rotation[1] << "," << m_Rotation[2] << ";"; m_Logfile << " translation: " << m_Translation[0] << "," << m_Translation[1] << "," << m_Translation[2] << "\n"; } m_FiberBundleTransformed->TransformFibers(m_Rotation[0],m_Rotation[1],m_Rotation[2],m_Translation[0],m_Translation[1],m_Translation[2]); } } template< class PixelType > void TractsToDWIImageFilter< PixelType >::SimulateNonFiberSignal(ItkUcharImgType::IndexType index, double intraAxonalVolume, int g) { int numFiberCompartments = m_Parameters.m_FiberModelList.size(); int numNonFiberCompartments = m_Parameters.m_NonFiberModelList.size(); if (intraAxonalVolume>0.0001 && m_Parameters.m_SignalGen.m_DoDisablePartialVolume) // only fiber in voxel { DoubleDwiType::PixelType pix = m_CompartmentImages.at(0)->GetPixel(index); if (g>=0) pix[g] *= m_VoxelVolume/intraAxonalVolume; else pix *= m_VoxelVolume/intraAxonalVolume; m_CompartmentImages.at(0)->SetPixel(index, pix); m_VolumeFractions.at(0)->SetPixel(index, 1); for (int i=1; iGetPixel(index); if (g>=0) pix[g] = 0.0; else pix.Fill(0.0); m_CompartmentImages.at(i)->SetPixel(index, pix); } } else { m_VolumeFractions.at(0)->SetPixel(index, intraAxonalVolume/m_VoxelVolume); itk::Point point; m_MaskImage->TransformIndexToPhysicalPoint(index, point); if (m_Parameters.m_SignalGen.m_DoAddMotion) { if (m_Parameters.m_SignalGen.m_DoRandomizeMotion && g>0) point = m_FiberBundleWorkingCopy->TransformPoint(point.GetVnlVector(), -m_Rotation[0],-m_Rotation[1],-m_Rotation[2],-m_Translation[0],-m_Translation[1],-m_Translation[2]); else if (g>=0) point = m_FiberBundleWorkingCopy->TransformPoint(point.GetVnlVector(), -m_Rotation[0]*g,-m_Rotation[1]*g,-m_Rotation[2]*g,-m_Translation[0]*g,-m_Translation[1]*g,-m_Translation[2]*g); } if (m_Parameters.m_SignalGen.m_DoDisablePartialVolume) { int maxVolumeIndex = 0; double maxWeight = 0; for (int i=0; i1) { DoubleDwiType::IndexType newIndex; m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->TransformPhysicalPointToIndex(point, newIndex); if (!m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->GetLargestPossibleRegion().IsInside(newIndex)) continue; weight = m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->GetPixel(newIndex); } if (weight>maxWeight) { maxWeight = weight; maxVolumeIndex = i; } } DoubleDwiType::Pointer doubleDwi = m_CompartmentImages.at(maxVolumeIndex+numFiberCompartments); DoubleDwiType::PixelType pix = doubleDwi->GetPixel(index); if (g>=0) pix[g] += m_Parameters.m_NonFiberModelList[maxVolumeIndex]->SimulateMeasurement(g); else pix += m_Parameters.m_NonFiberModelList[maxVolumeIndex]->SimulateMeasurement(); doubleDwi->SetPixel(index, pix); m_VolumeFractions.at(maxVolumeIndex+numFiberCompartments)->SetPixel(index, 1); } else { double extraAxonalVolume = m_VoxelVolume-intraAxonalVolume; // non-fiber volume double interAxonalVolume = 0; if (numFiberCompartments>1) interAxonalVolume = extraAxonalVolume * intraAxonalVolume/m_VoxelVolume; // inter-axonal fraction of non fiber compartment scales linearly with f double other = extraAxonalVolume - interAxonalVolume; // rest of compartment double singleinter = interAxonalVolume/(numFiberCompartments-1); // adjust non-fiber and intra-axonal signal for (int i=1; iGetPixel(index); if (intraAxonalVolume>0) // remove scaling by intra-axonal volume from inter-axonal compartment { if (g>=0) pix[g] /= intraAxonalVolume; else pix /= intraAxonalVolume; } if (g>=0) pix[g] *= singleinter; else pix *= singleinter; m_CompartmentImages.at(i)->SetPixel(index, pix); m_VolumeFractions.at(i)->SetPixel(index, singleinter/m_VoxelVolume); } for (int i=0; i1) { DoubleDwiType::IndexType newIndex; m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->TransformPhysicalPointToIndex(point, newIndex); if (!m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->GetLargestPossibleRegion().IsInside(newIndex)) continue; weight = m_Parameters.m_NonFiberModelList[i]->GetVolumeFractionImage()->GetPixel(newIndex); } DoubleDwiType::Pointer doubleDwi = m_CompartmentImages.at(i+numFiberCompartments); DoubleDwiType::PixelType pix = doubleDwi->GetPixel(index); if (g>=0) pix[g] += m_Parameters.m_NonFiberModelList[i]->SimulateMeasurement(g)*other*weight; else pix += m_Parameters.m_NonFiberModelList[i]->SimulateMeasurement()*other*weight; doubleDwi->SetPixel(index, pix); m_VolumeFractions.at(i+numFiberCompartments)->SetPixel(index, other/m_VoxelVolume*weight); } } } } template< class PixelType > itk::Point TractsToDWIImageFilter< PixelType >::GetItkPoint(double point[3]) { itk::Point itkPoint; itkPoint[0] = point[0]; itkPoint[1] = point[1]; itkPoint[2] = point[2]; return itkPoint; } template< class PixelType > itk::Vector TractsToDWIImageFilter< PixelType >::GetItkVector(double point[3]) { itk::Vector itkVector; itkVector[0] = point[0]; itkVector[1] = point[1]; itkVector[2] = point[2]; return itkVector; } template< class PixelType > vnl_vector_fixed TractsToDWIImageFilter< PixelType >::GetVnlVector(double point[3]) { vnl_vector_fixed vnlVector; vnlVector[0] = point[0]; vnlVector[1] = point[1]; vnlVector[2] = point[2]; return vnlVector; } template< class PixelType > vnl_vector_fixed TractsToDWIImageFilter< PixelType >::GetVnlVector(Vector& vector) { vnl_vector_fixed vnlVector; vnlVector[0] = vector[0]; vnlVector[1] = vector[1]; vnlVector[2] = vector[2]; return vnlVector; } template< class PixelType > double TractsToDWIImageFilter< PixelType >::RoundToNearest(double num) { return (num > 0.0) ? floor(num + 0.5) : ceil(num - 0.5); } template< class PixelType > std::string TractsToDWIImageFilter< PixelType >::GetTime() { m_TimeProbe.Stop(); unsigned long total = RoundToNearest(m_TimeProbe.GetTotal()); unsigned long hours = total/3600; unsigned long minutes = (total%3600)/60; unsigned long seconds = total%60; std::string out = ""; out.append(boost::lexical_cast(hours)); out.append(":"); out.append(boost::lexical_cast(minutes)); out.append(":"); out.append(boost::lexical_cast(seconds)); m_TimeProbe.Start(); return out; } } diff --git a/Modules/DiffusionImaging/FiberTracking/Algorithms/itkTractsToRgbaImageFilter.cpp b/Modules/DiffusionImaging/FiberTracking/Algorithms/itkTractsToRgbaImageFilter.cpp index acae9e38e8..17cab3799c 100644 --- a/Modules/DiffusionImaging/FiberTracking/Algorithms/itkTractsToRgbaImageFilter.cpp +++ b/Modules/DiffusionImaging/FiberTracking/Algorithms/itkTractsToRgbaImageFilter.cpp @@ -1,286 +1,286 @@ /*=================================================================== The Medical Imaging Interaction Toolkit (MITK) Copyright (c) German Cancer Research Center, Division of Medical and Biological Informatics. All rights reserved. This software is distributed WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See LICENSE.txt or http://www.mitk.org for details. ===================================================================*/ #include "itkTractsToRgbaImageFilter.h" // VTK #include #include #include // misc #include #include namespace itk{ template< class OutputImageType > TractsToRgbaImageFilter< OutputImageType >::TractsToRgbaImageFilter() : m_UpsamplingFactor(1) , m_InputImage(NULL) , m_UseImageGeometry(false) { } template< class OutputImageType > TractsToRgbaImageFilter< OutputImageType >::~TractsToRgbaImageFilter() { } template< class OutputImageType > itk::Point TractsToRgbaImageFilter< OutputImageType >::GetItkPoint(double point[3]) { itk::Point itkPoint; itkPoint[0] = point[0]; itkPoint[1] = point[1]; itkPoint[2] = point[2]; return itkPoint; } template< class OutputImageType > void TractsToRgbaImageFilter< OutputImageType >::GenerateData() { if(&typeid(OutPixelType) != &typeid(itk::RGBAPixel)) return; // generate upsampled image mitk::BaseGeometry::Pointer geometry = m_FiberBundle->GetGeometry(); typename OutputImageType::Pointer outImage = this->GetOutput(); // calculate new image parameters itk::Vector newSpacing; mitk::Point3D newOrigin; itk::Matrix newDirection; ImageRegion<3> upsampledRegion; if (m_UseImageGeometry && !m_InputImage.IsNull()) { newSpacing = m_InputImage->GetSpacing()/m_UpsamplingFactor; upsampledRegion = m_InputImage->GetLargestPossibleRegion(); newOrigin = m_InputImage->GetOrigin(); typename OutputImageType::RegionType::SizeType size = upsampledRegion.GetSize(); size[0] *= m_UpsamplingFactor; size[1] *= m_UpsamplingFactor; size[2] *= m_UpsamplingFactor; upsampledRegion.SetSize(size); newDirection = m_InputImage->GetDirection(); } else { newSpacing = geometry->GetSpacing()/m_UpsamplingFactor; newOrigin = geometry->GetOrigin(); mitk::Geometry3D::BoundsArrayType bounds = geometry->GetBounds(); newOrigin[0] += bounds.GetElement(0); newOrigin[1] += bounds.GetElement(2); newOrigin[2] += bounds.GetElement(4); for (int i=0; i<3; i++) for (int j=0; j<3; j++) newDirection[j][i] = geometry->GetMatrixColumn(i)[j]; upsampledRegion.SetSize(0, geometry->GetExtent(0)*m_UpsamplingFactor); upsampledRegion.SetSize(1, geometry->GetExtent(1)*m_UpsamplingFactor); upsampledRegion.SetSize(2, geometry->GetExtent(2)*m_UpsamplingFactor); } typename OutputImageType::RegionType::SizeType upsampledSize = upsampledRegion.GetSize(); // apply new image parameters outImage->SetSpacing( newSpacing ); outImage->SetOrigin( newOrigin ); outImage->SetDirection( newDirection ); outImage->SetRegions( upsampledRegion ); outImage->Allocate(); int w = upsampledSize[0]; int h = upsampledSize[1]; int d = upsampledSize[2]; // set/initialize output unsigned char* outImageBufferPointer = (unsigned char*)outImage->GetBufferPointer(); float* buffer = new float[w*h*d*4]; for (int i=0; iGetDeepCopy(); - m_FiberBundle->ResampleLinear(minSpacing); + m_FiberBundle->ResampleSpline(minSpacing); vtkSmartPointer fiberPolyData = m_FiberBundle->GetFiberPolyData(); vtkSmartPointer vLines = fiberPolyData->GetLines(); vLines->InitTraversal(); int numFibers = m_FiberBundle->GetNumFibers(); boost::progress_display disp(numFibers); for( int i=0; iGetNextCell ( numPoints, points ); // calc directions (which are used as weights) std::list< itk::Point > rgbweights; std::list intensities; for( int j=0; j vertex = GetItkPoint(fiberPolyData->GetPoint(points[j])); itk::Point vertexPost = GetItkPoint(fiberPolyData->GetPoint(points[j+1])); itk::Point dir; dir[0] = fabs((vertexPost[0] - vertex[0]) * outImage->GetSpacing()[0]); dir[1] = fabs((vertexPost[1] - vertex[1]) * outImage->GetSpacing()[1]); dir[2] = fabs((vertexPost[2] - vertex[2]) * outImage->GetSpacing()[2]); rgbweights.push_back(dir); float intensity = sqrt(dir[0]*dir[0]+dir[1]*dir[1]+dir[2]*dir[2]); intensities.push_back(intensity); // last point gets same as previous one if(j==numPoints-2) { rgbweights.push_back(dir); intensities.push_back(intensity); } } // fill output image for( int j=0; j vertex = GetItkPoint(fiberPolyData->GetPoint(points[j])); itk::Index<3> index; itk::ContinuousIndex contIndex; outImage->TransformPhysicalPointToIndex(vertex, index); outImage->TransformPhysicalPointToContinuousIndex(vertex, contIndex); float frac_x = contIndex[0] - index[0]; float frac_y = contIndex[1] - index[1]; float frac_z = contIndex[2] - index[2]; int px = index[0]; if (frac_x<0) { px -= 1; frac_x += 1; } int py = index[1]; if (frac_y<0) { py -= 1; frac_y += 1; } int pz = index[2]; if (frac_z<0) { pz -= 1; frac_z += 1; } // int coordinates inside image? if (px < 0 || px >= w-1) continue; if (py < 0 || py >= h-1) continue; if (pz < 0 || pz >= d-1) continue; float scale = 100 * pow((float)m_UpsamplingFactor,3); itk::Point rgbweight = rgbweights.front(); rgbweights.pop_front(); float intweight = intensities.front(); intensities.pop_front(); // add to r-channel in output image buffer[0+4*( px + w*(py + h*pz ))] += (1-frac_x)*(1-frac_y)*(1-frac_z) * rgbweight[0] * scale; buffer[0+4*( px + w*(py+1+ h*pz ))] += (1-frac_x)*( frac_y)*(1-frac_z) * rgbweight[0] * scale; buffer[0+4*( px + w*(py + h*pz+h))] += (1-frac_x)*(1-frac_y)*( frac_z) * rgbweight[0] * scale; buffer[0+4*( px + w*(py+1+ h*pz+h))] += (1-frac_x)*( frac_y)*( frac_z) * rgbweight[0] * scale; buffer[0+4*( px+1 + w*(py + h*pz ))] += ( frac_x)*(1-frac_y)*(1-frac_z) * rgbweight[0] * scale; buffer[0+4*( px+1 + w*(py + h*pz+h))] += ( frac_x)*(1-frac_y)*( frac_z) * rgbweight[0] * scale; buffer[0+4*( px+1 + w*(py+1+ h*pz ))] += ( frac_x)*( frac_y)*(1-frac_z) * rgbweight[0] * scale; buffer[0+4*( px+1 + w*(py+1+ h*pz+h))] += ( frac_x)*( frac_y)*( frac_z) * rgbweight[0] * scale; // add to g-channel in output image buffer[1+4*( px + w*(py + h*pz ))] += (1-frac_x)*(1-frac_y)*(1-frac_z) * rgbweight[1] * scale; buffer[1+4*( px + w*(py+1+ h*pz ))] += (1-frac_x)*( frac_y)*(1-frac_z) * rgbweight[1] * scale; buffer[1+4*( px + w*(py + h*pz+h))] += (1-frac_x)*(1-frac_y)*( frac_z) * rgbweight[1] * scale; buffer[1+4*( px + w*(py+1+ h*pz+h))] += (1-frac_x)*( frac_y)*( frac_z) * rgbweight[1] * scale; buffer[1+4*( px+1 + w*(py + h*pz ))] += ( frac_x)*(1-frac_y)*(1-frac_z) * rgbweight[1] * scale; buffer[1+4*( px+1 + w*(py + h*pz+h))] += ( frac_x)*(1-frac_y)*( frac_z) * rgbweight[1] * scale; buffer[1+4*( px+1 + w*(py+1+ h*pz ))] += ( frac_x)*( frac_y)*(1-frac_z) * rgbweight[1] * scale; buffer[1+4*( px+1 + w*(py+1+ h*pz+h))] += ( frac_x)*( frac_y)*( frac_z) * rgbweight[1] * scale; // add to b-channel in output image buffer[2+4*( px + w*(py + h*pz ))] += (1-frac_x)*(1-frac_y)*(1-frac_z) * rgbweight[2] * scale; buffer[2+4*( px + w*(py+1+ h*pz ))] += (1-frac_x)*( frac_y)*(1-frac_z) * rgbweight[2] * scale; buffer[2+4*( px + w*(py + h*pz+h))] += (1-frac_x)*(1-frac_y)*( frac_z) * rgbweight[2] * scale; buffer[2+4*( px + w*(py+1+ h*pz+h))] += (1-frac_x)*( frac_y)*( frac_z) * rgbweight[2] * scale; buffer[2+4*( px+1 + w*(py + h*pz ))] += ( frac_x)*(1-frac_y)*(1-frac_z) * rgbweight[2] * scale; buffer[2+4*( px+1 + w*(py + h*pz+h))] += ( frac_x)*(1-frac_y)*( frac_z) * rgbweight[2] * scale; buffer[2+4*( px+1 + w*(py+1+ h*pz ))] += ( frac_x)*( frac_y)*(1-frac_z) * rgbweight[2] * scale; buffer[2+4*( px+1 + w*(py+1+ h*pz+h))] += ( frac_x)*( frac_y)*( frac_z) * rgbweight[2] * scale; // add to a-channel in output image buffer[3+4*( px + w*(py + h*pz ))] += (1-frac_x)*(1-frac_y)*(1-frac_z) * intweight * scale; buffer[3+4*( px + w*(py+1+ h*pz ))] += (1-frac_x)*( frac_y)*(1-frac_z) * intweight * scale; buffer[3+4*( px + w*(py + h*pz+h))] += (1-frac_x)*(1-frac_y)*( frac_z) * intweight * scale; buffer[3+4*( px + w*(py+1+ h*pz+h))] += (1-frac_x)*( frac_y)*( frac_z) * intweight * scale; buffer[3+4*( px+1 + w*(py + h*pz ))] += ( frac_x)*(1-frac_y)*(1-frac_z) * intweight * scale; buffer[3+4*( px+1 + w*(py + h*pz+h))] += ( frac_x)*(1-frac_y)*( frac_z) * intweight * scale; buffer[3+4*( px+1 + w*(py+1+ h*pz ))] += ( frac_x)*( frac_y)*(1-frac_z) * intweight * scale; buffer[3+4*( px+1 + w*(py+1+ h*pz+h))] += ( frac_x)*( frac_y)*( frac_z) * intweight * scale; } } float maxRgb = 0.000000001; float maxInt = 0.000000001; int numPix; numPix = w*h*d*4; // calc maxima for(int i=0; i maxRgb) maxRgb = buffer[i]; } else { if(buffer[i] > maxInt) maxInt = buffer[i]; } } // write output, normalized uchar 0..255 for(int i=0; i #include #include // ITK #include #include // misc #define _USE_MATH_DEFINES #include #include namespace itk{ static bool CompareVectorLengths(const vnl_vector_fixed< double, 3 >& v1, const vnl_vector_fixed< double, 3 >& v2) { return (v1.magnitude()>v2.magnitude()); } template< class PixelType > TractsToVectorImageFilter< PixelType >::TractsToVectorImageFilter(): m_AngularThreshold(0.7), m_Epsilon(0.999), m_MaskImage(NULL), m_NormalizeVectors(false), m_UseWorkingCopy(true), m_MaxNumDirections(3), m_SizeThreshold(0.2), m_NumDirectionsImage(NULL), m_CreateDirectionImages(true) { this->SetNumberOfRequiredOutputs(1); } template< class PixelType > TractsToVectorImageFilter< PixelType >::~TractsToVectorImageFilter() { } template< class PixelType > vnl_vector_fixed TractsToVectorImageFilter< PixelType >::GetVnlVector(double point[]) { vnl_vector_fixed vnlVector; vnlVector[0] = point[0]; vnlVector[1] = point[1]; vnlVector[2] = point[2]; return vnlVector; } template< class PixelType > itk::Point TractsToVectorImageFilter< PixelType >::GetItkPoint(double point[]) { itk::Point itkPoint; itkPoint[0] = point[0]; itkPoint[1] = point[1]; itkPoint[2] = point[2]; return itkPoint; } template< class PixelType > void TractsToVectorImageFilter< PixelType >::GenerateData() { mitk::BaseGeometry::Pointer geometry = m_FiberBundle->GetGeometry(); // calculate new image parameters itk::Vector spacing; itk::Point origin; itk::Matrix direction; ImageRegion<3> imageRegion; if (!m_MaskImage.IsNull()) { spacing = m_MaskImage->GetSpacing(); imageRegion = m_MaskImage->GetLargestPossibleRegion(); origin = m_MaskImage->GetOrigin(); direction = m_MaskImage->GetDirection(); } else { spacing = geometry->GetSpacing(); origin = geometry->GetOrigin(); mitk::BaseGeometry::BoundsArrayType bounds = geometry->GetBounds(); origin[0] += bounds.GetElement(0); origin[1] += bounds.GetElement(2); origin[2] += bounds.GetElement(4); for (int i=0; i<3; i++) for (int j=0; j<3; j++) direction[j][i] = geometry->GetMatrixColumn(i)[j]; imageRegion.SetSize(0, geometry->GetExtent(0)); imageRegion.SetSize(1, geometry->GetExtent(1)); imageRegion.SetSize(2, geometry->GetExtent(2)); m_MaskImage = ItkUcharImgType::New(); m_MaskImage->SetSpacing( spacing ); m_MaskImage->SetOrigin( origin ); m_MaskImage->SetDirection( direction ); m_MaskImage->SetRegions( imageRegion ); m_MaskImage->Allocate(); m_MaskImage->FillBuffer(1); } OutputImageType::RegionType::SizeType outImageSize = imageRegion.GetSize(); m_OutImageSpacing = m_MaskImage->GetSpacing(); m_ClusteredDirectionsContainer = ContainerType::New(); // initialize num directions image m_NumDirectionsImage = ItkUcharImgType::New(); m_NumDirectionsImage->SetSpacing( spacing ); m_NumDirectionsImage->SetOrigin( origin ); m_NumDirectionsImage->SetDirection( direction ); m_NumDirectionsImage->SetRegions( imageRegion ); m_NumDirectionsImage->Allocate(); m_NumDirectionsImage->FillBuffer(0); // initialize direction images m_DirectionImageContainer = DirectionImageContainerType::New(); // resample fiber bundle double minSpacing = 1; if(m_OutImageSpacing[0]GetDeepCopy(); // resample fiber bundle for sufficient voxel coverage - m_FiberBundle->ResampleLinear(minSpacing/10); + m_FiberBundle->ResampleSpline(minSpacing/10); // iterate over all fibers vtkSmartPointer fiberPolyData = m_FiberBundle->GetFiberPolyData(); int numFibers = m_FiberBundle->GetNumFibers(); m_DirectionsContainer = ContainerType::New(); MITK_INFO << "Generating directions from tractogram"; boost::progress_display disp(numFibers); for( int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); if (numPoints<2) continue; vnl_vector_fixed dir; itk::Point worldPos; vnl_vector v; for( int j=0; jGetPoint(j); worldPos = GetItkPoint(temp); itk::Index<3> index; m_MaskImage->TransformPhysicalPointToIndex(worldPos, index); if (!m_MaskImage->GetLargestPossibleRegion().IsInside(index) || m_MaskImage->GetPixel(index)==0) continue; // get fiber tangent direction at this position v = GetVnlVector(temp); dir = GetVnlVector(points->GetPoint(j+1))-v; if (dir.is_zero()) continue; dir.normalize(); // add direction to container unsigned int idx = index[0] + outImageSize[0]*(index[1] + outImageSize[1]*index[2]); DirectionContainerType::Pointer dirCont; if (m_DirectionsContainer->IndexExists(idx)) { dirCont = m_DirectionsContainer->GetElement(idx); if (dirCont.IsNull()) { dirCont = DirectionContainerType::New(); dirCont->push_back(dir); m_DirectionsContainer->InsertElement(idx, dirCont); } else dirCont->push_back(dir); } else { dirCont = DirectionContainerType::New(); dirCont->push_back(dir); m_DirectionsContainer->InsertElement(idx, dirCont); } } } vtkSmartPointer m_VtkCellArray = vtkSmartPointer::New(); vtkSmartPointer m_VtkPoints = vtkSmartPointer::New(); itk::ImageRegionIterator dirIt(m_NumDirectionsImage, m_NumDirectionsImage->GetLargestPossibleRegion()); MITK_INFO << "Clustering directions"; boost::progress_display disp2(outImageSize[0]*outImageSize[1]*outImageSize[2]); while(!dirIt.IsAtEnd()) { ++disp2; OutputImageType::IndexType index = dirIt.GetIndex(); int idx = index[0]+(index[1]+index[2]*outImageSize[1])*outImageSize[0]; if (!m_DirectionsContainer->IndexExists(idx)) { ++dirIt; continue; } DirectionContainerType::Pointer dirCont = m_DirectionsContainer->GetElement(idx); if (dirCont.IsNull() || dirCont->empty()) { ++dirIt; continue; } std::vector< double > lengths; lengths.resize(dirCont->size(), 1); // all peaks have size 1 DirectionContainerType::Pointer directions; if (m_MaxNumDirections>0) { directions = FastClustering(dirCont, lengths); std::sort( directions->begin(), directions->end(), CompareVectorLengths ); } else directions = dirCont; unsigned int numDir = directions->size(); if (m_MaxNumDirections>0 && numDir>m_MaxNumDirections) numDir = m_MaxNumDirections; int count = 0; for (unsigned int i=0; i container = vtkSmartPointer::New(); itk::ContinuousIndex center; center[0] = index[0]; center[1] = index[1]; center[2] = index[2]; itk::Point worldCenter; m_MaskImage->TransformContinuousIndexToPhysicalPoint( center, worldCenter ); DirectionType dir = directions->at(i); if (dir.magnitude()size()) { ItkDirectionImageType::Pointer directionImage = ItkDirectionImageType::New(); directionImage->SetSpacing( spacing ); directionImage->SetOrigin( origin ); directionImage->SetDirection( direction ); directionImage->SetRegions( imageRegion ); directionImage->Allocate(); Vector< float, 3 > nullVec; nullVec.Fill(0.0); directionImage->FillBuffer(nullVec); m_DirectionImageContainer->InsertElement(i, directionImage); } // set direction image pixel ItkDirectionImageType::Pointer directionImage = m_DirectionImageContainer->GetElement(i); Vector< float, 3 > pixel; pixel.SetElement(0, dir[0]); pixel.SetElement(1, dir[1]); pixel.SetElement(2, dir[2]); directionImage->SetPixel(index, pixel); } // add direction to vector field (with spacing compensation) itk::Point worldStart; worldStart[0] = worldCenter[0]-dir[0]/2*minSpacing; worldStart[1] = worldCenter[1]-dir[1]/2*minSpacing; worldStart[2] = worldCenter[2]-dir[2]/2*minSpacing; vtkIdType id = m_VtkPoints->InsertNextPoint(worldStart.GetDataPointer()); container->GetPointIds()->InsertNextId(id); itk::Point worldEnd; worldEnd[0] = worldCenter[0]+dir[0]/2*minSpacing; worldEnd[1] = worldCenter[1]+dir[1]/2*minSpacing; worldEnd[2] = worldCenter[2]+dir[2]/2*minSpacing; id = m_VtkPoints->InsertNextPoint(worldEnd.GetDataPointer()); container->GetPointIds()->InsertNextId(id); m_VtkCellArray->InsertNextCell(container); } dirIt.Set(count); ++dirIt; } vtkSmartPointer directionsPolyData = vtkSmartPointer::New(); directionsPolyData->SetPoints(m_VtkPoints); directionsPolyData->SetLines(m_VtkCellArray); m_OutputFiberBundle = mitk::FiberBundleX::New(directionsPolyData); } template< class PixelType > TractsToVectorImageFilter< PixelType >::DirectionContainerType::Pointer TractsToVectorImageFilter< PixelType >::FastClustering(DirectionContainerType::Pointer inDirs, std::vector< double > lengths) { DirectionContainerType::Pointer outDirs = DirectionContainerType::New(); if (inDirs->size()<2) return inDirs; DirectionType oldMean, currentMean; std::vector< int > touched; // initialize touched.resize(inDirs->size(), 0); bool free = true; currentMean = inDirs->at(0); // initialize first seed currentMean.normalize(); double length = lengths.at(0); touched[0] = 1; std::vector< double > newLengths; bool meanChanged = false; double max = 0; while (free) { oldMean.fill(0.0); // start mean-shift clustering double angle = 0; while (fabs(dot_product(currentMean, oldMean))<0.99) { oldMean = currentMean; currentMean.fill(0.0); for (unsigned int i=0; isize(); i++) { angle = dot_product(oldMean, inDirs->at(i)); if (angle>=m_AngularThreshold) { currentMean += inDirs->at(i); if (meanChanged) length += lengths.at(i); touched[i] = 1; meanChanged = true; } else if (-angle>=m_AngularThreshold) { currentMean -= inDirs->at(i); if (meanChanged) length += lengths.at(i); touched[i] = 1; meanChanged = true; } } if(!meanChanged) currentMean = oldMean; else currentMean.normalize(); } // found stable mean outDirs->push_back(currentMean); newLengths.push_back(length); if (length>max) max = length; // find next unused seed free = false; for (unsigned int i=0; iat(i); free = true; meanChanged = false; length = lengths.at(i); touched[i] = 1; break; } } if (inDirs->size()==outDirs->size()) { if (!m_NormalizeVectors && max>0) for (unsigned int i=0; isize(); i++) outDirs->SetElement(i, outDirs->at(i)*newLengths.at(i)/max); return outDirs; } else return FastClustering(outDirs, newLengths); } //template< class PixelType > //std::vector< DirectionType > TractsToVectorImageFilter< PixelType >::Clustering(std::vector< DirectionType >& inDirs) //{ // std::vector< DirectionType > outDirs; // if (inDirs.empty()) // return outDirs; // DirectionType oldMean, currentMean, workingMean; // std::vector< DirectionType > normalizedDirs; // std::vector< int > touched; // for (std::size_t i=0; i0.0001) // { // counter = 0; // oldMean = currentMean; // workingMean = oldMean; // workingMean.normalize(); // currentMean.fill(0.0); // for (std::size_t i=0; i=m_AngularThreshold) // { // currentMean += inDirs[i]; // counter++; // } // else if (-angle>=m_AngularThreshold) // { // currentMean -= inDirs[i]; // counter++; // } // } // } // // found stable mean // if (counter>0) // { // bool add = true; // DirectionType normMean = currentMean; // normMean.normalize(); // for (std::size_t i=0; i0) // { // if (mag>max) // max = mag; // outDirs.push_back(currentMean); // } // } // } // } // if (m_NormalizeVectors) // for (std::size_t i=0; i0) // for (std::size_t i=0; i //TractsToVectorImageFilter< PixelType >::DirectionContainerType::Pointer TractsToVectorImageFilter< PixelType >::MeanShiftClustering(DirectionContainerType::Pointer dirCont) //{ // DirectionContainerType::Pointer container = DirectionContainerType::New(); // double max = 0; // for (DirectionContainerType::ConstIterator it = dirCont->Begin(); it!=dirCont->End(); ++it) // { // vnl_vector_fixed mean = ClusterStep(dirCont, it.Value()); // if (mean.is_zero()) // continue; // bool addMean = true; // for (DirectionContainerType::ConstIterator it2 = container->Begin(); it2!=container->End(); ++it2) // { // vnl_vector_fixed dir = it2.Value(); // double angle = fabs(dot_product(mean, dir)/(mean.magnitude()*dir.magnitude())); // if (angle>=m_Epsilon) // { // addMean = false; // break; // } // } // if (addMean) // { // if (m_NormalizeVectors) // mean.normalize(); // else if (mean.magnitude()>max) // max = mean.magnitude(); // container->InsertElement(container->Size(), mean); // } // } // // max normalize voxel directions // if (max>0 && !m_NormalizeVectors) // for (std::size_t i=0; iSize(); i++) // container->ElementAt(i) /= max; // if (container->Size()Size()) // return MeanShiftClustering(container); // else // return container; //} //template< class PixelType > //vnl_vector_fixed TractsToVectorImageFilter< PixelType >::ClusterStep(DirectionContainerType::Pointer dirCont, vnl_vector_fixed currentMean) //{ // vnl_vector_fixed newMean; newMean.fill(0); // for (DirectionContainerType::ConstIterator it = dirCont->Begin(); it!=dirCont->End(); ++it) // { // vnl_vector_fixed dir = it.Value(); // double angle = dot_product(currentMean, dir)/(currentMean.magnitude()*dir.magnitude()); // if (angle>=m_AngularThreshold) // newMean += dir; // else if (-angle>=m_AngularThreshold) // newMean -= dir; // } // if (fabs(dot_product(currentMean, newMean)/(currentMean.magnitude()*newMean.magnitude()))>=m_Epsilon || newMean.is_zero()) // return newMean; // else // return ClusterStep(dirCont, newMean); //} } diff --git a/Modules/DiffusionImaging/FiberTracking/IODataStructures/FiberBundleX/mitkFiberBundleX.cpp b/Modules/DiffusionImaging/FiberTracking/IODataStructures/FiberBundleX/mitkFiberBundleX.cpp index 1456a19ab5..e911ac802f 100755 --- a/Modules/DiffusionImaging/FiberTracking/IODataStructures/FiberBundleX/mitkFiberBundleX.cpp +++ b/Modules/DiffusionImaging/FiberTracking/IODataStructures/FiberBundleX/mitkFiberBundleX.cpp @@ -1,1951 +1,1865 @@ /*=================================================================== The Medical Imaging Interaction Toolkit (MITK) Copyright (c) German Cancer Research Center, Division of Medical and Biological Informatics. All rights reserved. This software is distributed WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See LICENSE.txt or http://www.mitk.org for details. ===================================================================*/ #define _USE_MATH_DEFINES #include "mitkFiberBundleX.h" #include #include #include #include "mitkImagePixelReadAccessor.h" #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include const char* mitk::FiberBundleX::COLORCODING_ORIENTATION_BASED = "Color_Orient"; //const char* mitk::FiberBundleX::COLORCODING_FA_AS_OPACITY = "Color_Orient_FA_Opacity"; const char* mitk::FiberBundleX::COLORCODING_FA_BASED = "FA_Values"; const char* mitk::FiberBundleX::COLORCODING_CUSTOM = "custom"; const char* mitk::FiberBundleX::FIBER_ID_ARRAY = "Fiber_IDs"; using namespace std; mitk::FiberBundleX::FiberBundleX( vtkPolyData* fiberPolyData ) : m_CurrentColorCoding(NULL) , m_NumFibers(0) , m_FiberSampling(0) { m_FiberPolyData = vtkSmartPointer::New(); if (fiberPolyData != NULL) { m_FiberPolyData = fiberPolyData; //m_FiberPolyData->DeepCopy(fiberPolyData); this->DoColorCodingOrientationBased(); } this->UpdateFiberGeometry(); this->SetColorCoding(COLORCODING_ORIENTATION_BASED); this->GenerateFiberIds(); } mitk::FiberBundleX::~FiberBundleX() { } mitk::FiberBundleX::Pointer mitk::FiberBundleX::GetDeepCopy() { mitk::FiberBundleX::Pointer newFib = mitk::FiberBundleX::New(m_FiberPolyData); newFib->SetColorCoding(m_CurrentColorCoding); return newFib; } vtkSmartPointer mitk::FiberBundleX::GeneratePolyDataByIds(std::vector fiberIds) { MITK_DEBUG << "\n=====FINAL RESULT: fib_id ======\n"; MITK_DEBUG << "Number of new Fibers: " << fiberIds.size(); // iterate through the vectorcontainer hosting all desired fiber Ids vtkSmartPointer newFiberPolyData = vtkSmartPointer::New(); vtkSmartPointer newLineSet = vtkSmartPointer::New(); vtkSmartPointer newPointSet = vtkSmartPointer::New(); // if FA array available, initialize fa double array // if color orient array is available init color array vtkSmartPointer faValueArray; vtkSmartPointer colorsT; //colors and alpha value for each single point, RGBA = 4 components unsigned char rgba[4] = {0,0,0,0}; int componentSize = sizeof(rgba); if (m_FiberIdDataSet->GetPointData()->HasArray(COLORCODING_FA_BASED)){ MITK_DEBUG << "FA VALUES AVAILABLE, init array for new fiberbundle"; faValueArray = vtkSmartPointer::New(); } if (m_FiberIdDataSet->GetPointData()->HasArray(COLORCODING_ORIENTATION_BASED)){ MITK_DEBUG << "colorValues available, init array for new fiberbundle"; colorsT = vtkUnsignedCharArray::New(); colorsT->SetNumberOfComponents(componentSize); colorsT->SetName(COLORCODING_ORIENTATION_BASED); } std::vector::iterator finIt = fiberIds.begin(); while ( finIt != fiberIds.end() ) { if (*finIt < 0 || *finIt>GetNumFibers()){ MITK_INFO << "FiberID can not be negative or >NumFibers!!! check id Extraction!" << *finIt; break; } vtkSmartPointer fiber = m_FiberIdDataSet->GetCell(*finIt);//->DeepCopy(fiber); vtkSmartPointer fibPoints = fiber->GetPoints(); vtkSmartPointer newFiber = vtkSmartPointer::New(); newFiber->GetPointIds()->SetNumberOfIds( fibPoints->GetNumberOfPoints() ); for(int i=0; iGetNumberOfPoints(); i++) { // MITK_DEBUG << "id: " << fiber->GetPointId(i); // MITK_DEBUG << fibPoints->GetPoint(i)[0] << " | " << fibPoints->GetPoint(i)[1] << " | " << fibPoints->GetPoint(i)[2]; newFiber->GetPointIds()->SetId(i, newPointSet->GetNumberOfPoints()); newPointSet->InsertNextPoint(fibPoints->GetPoint(i)[0], fibPoints->GetPoint(i)[1], fibPoints->GetPoint(i)[2]); if (m_FiberIdDataSet->GetPointData()->HasArray(COLORCODING_FA_BASED)){ // MITK_DEBUG << m_FiberIdDataSet->GetPointData()->GetArray(FA_VALUE_ARRAY)->GetTuple(fiber->GetPointId(i)); } if (m_FiberIdDataSet->GetPointData()->HasArray(COLORCODING_ORIENTATION_BASED)){ // MITK_DEBUG << "ColorValue: " << m_FiberIdDataSet->GetPointData()->GetArray(COLORCODING_ORIENTATION_BASED)->GetTuple(fiber->GetPointId(i))[0]; } } newLineSet->InsertNextCell(newFiber); ++finIt; } newFiberPolyData->SetPoints(newPointSet); newFiberPolyData->SetLines(newLineSet); MITK_DEBUG << "new fiberbundle polydata points: " << newFiberPolyData->GetNumberOfPoints(); MITK_DEBUG << "new fiberbundle polydata lines: " << newFiberPolyData->GetNumberOfLines(); MITK_DEBUG << "=====================\n"; // mitk::FiberBundleX::Pointer newFib = mitk::FiberBundleX::New(newFiberPolyData); return newFiberPolyData; } // merge two fiber bundles mitk::FiberBundleX::Pointer mitk::FiberBundleX::AddBundle(mitk::FiberBundleX* fib) { if (fib==NULL) { MITK_WARN << "trying to call AddBundle with NULL argument"; return NULL; } MITK_INFO << "Adding fibers"; vtkSmartPointer vNewPolyData = vtkSmartPointer::New(); vtkSmartPointer vNewLines = vtkSmartPointer::New(); vtkSmartPointer vNewPoints = vtkSmartPointer::New(); // add current fiber bundle for (int i=0; iGetNumberOfCells(); i++) { vtkCell* cell = m_FiberPolyData->GetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); vtkSmartPointer container = vtkSmartPointer::New(); for (int j=0; jGetPoint(j, p); vtkIdType id = vNewPoints->InsertNextPoint(p); container->GetPointIds()->InsertNextId(id); } vNewLines->InsertNextCell(container); } // add new fiber bundle for (int i=0; iGetFiberPolyData()->GetNumberOfCells(); i++) { vtkCell* cell = fib->GetFiberPolyData()->GetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); vtkSmartPointer container = vtkSmartPointer::New(); for (int j=0; jGetPoint(j, p); vtkIdType id = vNewPoints->InsertNextPoint(p); container->GetPointIds()->InsertNextId(id); } vNewLines->InsertNextCell(container); } // initialize polydata vNewPolyData->SetPoints(vNewPoints); vNewPolyData->SetLines(vNewLines); // initialize fiber bundle mitk::FiberBundleX::Pointer newFib = mitk::FiberBundleX::New(vNewPolyData); return newFib; } // subtract two fiber bundles mitk::FiberBundleX::Pointer mitk::FiberBundleX::SubtractBundle(mitk::FiberBundleX* fib) { MITK_INFO << "Subtracting fibers"; vtkSmartPointer vNewPolyData = vtkSmartPointer::New(); vtkSmartPointer vNewLines = vtkSmartPointer::New(); vtkSmartPointer vNewPoints = vtkSmartPointer::New(); // iterate over current fibers boost::progress_display disp(m_NumFibers); for( int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); if (points==NULL || numPoints<=0) continue; int numFibers2 = fib->GetNumFibers(); bool contained = false; for( int i2=0; i2GetFiberPolyData()->GetCell(i2); int numPoints2 = cell2->GetNumberOfPoints(); vtkPoints* points2 = cell2->GetPoints(); if (points2==NULL)// || numPoints2<=0) continue; // check endpoints if (numPoints2==numPoints) { itk::Point point_start = GetItkPoint(points->GetPoint(0)); itk::Point point_end = GetItkPoint(points->GetPoint(numPoints-1)); itk::Point point2_start = GetItkPoint(points2->GetPoint(0)); itk::Point point2_end = GetItkPoint(points2->GetPoint(numPoints2-1)); if ((point_start.SquaredEuclideanDistanceTo(point2_start)<=mitk::eps && point_end.SquaredEuclideanDistanceTo(point2_end)<=mitk::eps) || (point_start.SquaredEuclideanDistanceTo(point2_end)<=mitk::eps && point_end.SquaredEuclideanDistanceTo(point2_start)<=mitk::eps)) { // further checking ??? contained = true; break; } } } // add to result because fiber is not subtracted if (!contained) { vtkSmartPointer container = vtkSmartPointer::New(); for( int j=0; jInsertNextPoint(points->GetPoint(j)); container->GetPointIds()->InsertNextId(id); } vNewLines->InsertNextCell(container); } } if(vNewLines->GetNumberOfCells()==0) return NULL; // initialize polydata vNewPolyData->SetPoints(vNewPoints); vNewPolyData->SetLines(vNewLines); // initialize fiber bundle return mitk::FiberBundleX::New(vNewPolyData); } itk::Point mitk::FiberBundleX::GetItkPoint(double point[3]) { itk::Point itkPoint; itkPoint[0] = point[0]; itkPoint[1] = point[1]; itkPoint[2] = point[2]; return itkPoint; } /* * set polydata (additional flag to recompute fiber geometry, default = true) */ void mitk::FiberBundleX::SetFiberPolyData(vtkSmartPointer fiberPD, bool updateGeometry) { if (fiberPD == NULL) this->m_FiberPolyData = vtkSmartPointer::New(); else { m_FiberPolyData->DeepCopy(fiberPD); DoColorCodingOrientationBased(); } m_NumFibers = m_FiberPolyData->GetNumberOfLines(); if (updateGeometry) UpdateFiberGeometry(); SetColorCoding(COLORCODING_ORIENTATION_BASED); GenerateFiberIds(); } /* * return vtkPolyData */ vtkSmartPointer mitk::FiberBundleX::GetFiberPolyData() const { return m_FiberPolyData; } void mitk::FiberBundleX::DoColorCodingOrientationBased() { //===== FOR WRITING A TEST ======================== // colorT size == tupelComponents * tupelElements // compare color results // to cover this code 100% also polydata needed, where colorarray already exists // + one fiber with exactly 1 point // + one fiber with 0 points //================================================= /* make sure that processing colorcoding is only called when necessary */ if ( m_FiberPolyData->GetPointData()->HasArray(COLORCODING_ORIENTATION_BASED) && m_FiberPolyData->GetNumberOfPoints() == m_FiberPolyData->GetPointData()->GetArray(COLORCODING_ORIENTATION_BASED)->GetNumberOfTuples() ) { // fiberstructure is already colorcoded MITK_DEBUG << " NO NEED TO REGENERATE COLORCODING! " ; this->ResetFiberOpacity(); this->SetColorCoding(COLORCODING_ORIENTATION_BASED); return; } /* Finally, execute color calculation */ vtkPoints* extrPoints = NULL; extrPoints = m_FiberPolyData->GetPoints(); int numOfPoints = 0; if (extrPoints!=NULL) numOfPoints = extrPoints->GetNumberOfPoints(); //colors and alpha value for each single point, RGBA = 4 components unsigned char rgba[4] = {0,0,0,0}; // int componentSize = sizeof(rgba); int componentSize = 4; vtkSmartPointer colorsT = vtkSmartPointer::New(); colorsT->Allocate(numOfPoints * componentSize); colorsT->SetNumberOfComponents(componentSize); colorsT->SetName(COLORCODING_ORIENTATION_BASED); /* checkpoint: does polydata contain any fibers */ int numOfFibers = m_FiberPolyData->GetNumberOfLines(); if (numOfFibers < 1) return; /* extract single fibers of fiberBundle */ vtkCellArray* fiberList = m_FiberPolyData->GetLines(); fiberList->InitTraversal(); for (int fi=0; fiGetNextCell(pointsPerFiber, idList); /* single fiber checkpoints: is number of points valid */ if (pointsPerFiber > 1) { /* operate on points of single fiber */ for (int i=0; i 0) { /* The color value of the current point is influenced by the previous point and next point. */ vnl_vector_fixed< double, 3 > currentPntvtk(extrPoints->GetPoint(idList[i])[0], extrPoints->GetPoint(idList[i])[1],extrPoints->GetPoint(idList[i])[2]); vnl_vector_fixed< double, 3 > nextPntvtk(extrPoints->GetPoint(idList[i+1])[0], extrPoints->GetPoint(idList[i+1])[1], extrPoints->GetPoint(idList[i+1])[2]); vnl_vector_fixed< double, 3 > prevPntvtk(extrPoints->GetPoint(idList[i-1])[0], extrPoints->GetPoint(idList[i-1])[1], extrPoints->GetPoint(idList[i-1])[2]); vnl_vector_fixed< double, 3 > diff1; diff1 = currentPntvtk - nextPntvtk; vnl_vector_fixed< double, 3 > diff2; diff2 = currentPntvtk - prevPntvtk; vnl_vector_fixed< double, 3 > diff; diff = (diff1 - diff2) / 2.0; diff.normalize(); rgba[0] = (unsigned char) (255.0 * std::fabs(diff[0])); rgba[1] = (unsigned char) (255.0 * std::fabs(diff[1])); rgba[2] = (unsigned char) (255.0 * std::fabs(diff[2])); rgba[3] = (unsigned char) (255.0); } else if (i==0) { /* First point has no previous point, therefore only diff1 is taken */ vnl_vector_fixed< double, 3 > currentPntvtk(extrPoints->GetPoint(idList[i])[0], extrPoints->GetPoint(idList[i])[1],extrPoints->GetPoint(idList[i])[2]); vnl_vector_fixed< double, 3 > nextPntvtk(extrPoints->GetPoint(idList[i+1])[0], extrPoints->GetPoint(idList[i+1])[1], extrPoints->GetPoint(idList[i+1])[2]); vnl_vector_fixed< double, 3 > diff1; diff1 = currentPntvtk - nextPntvtk; diff1.normalize(); rgba[0] = (unsigned char) (255.0 * std::fabs(diff1[0])); rgba[1] = (unsigned char) (255.0 * std::fabs(diff1[1])); rgba[2] = (unsigned char) (255.0 * std::fabs(diff1[2])); rgba[3] = (unsigned char) (255.0); } else if (i==pointsPerFiber-1) { /* Last point has no next point, therefore only diff2 is taken */ vnl_vector_fixed< double, 3 > currentPntvtk(extrPoints->GetPoint(idList[i])[0], extrPoints->GetPoint(idList[i])[1],extrPoints->GetPoint(idList[i])[2]); vnl_vector_fixed< double, 3 > prevPntvtk(extrPoints->GetPoint(idList[i-1])[0], extrPoints->GetPoint(idList[i-1])[1], extrPoints->GetPoint(idList[i-1])[2]); vnl_vector_fixed< double, 3 > diff2; diff2 = currentPntvtk - prevPntvtk; diff2.normalize(); rgba[0] = (unsigned char) (255.0 * std::fabs(diff2[0])); rgba[1] = (unsigned char) (255.0 * std::fabs(diff2[1])); rgba[2] = (unsigned char) (255.0 * std::fabs(diff2[2])); rgba[3] = (unsigned char) (255.0); } colorsT->InsertTupleValue(idList[i], rgba); } //end for loop } else if (pointsPerFiber == 1) { /* a single point does not define a fiber (use vertex mechanisms instead */ continue; } else { MITK_DEBUG << "Fiber with 0 points detected... please check your tractography algorithm!" ; continue; } }//end for loop m_FiberPolyData->GetPointData()->AddArray(colorsT); this->SetColorCoding(COLORCODING_ORIENTATION_BASED); //mini test, shall be ported to MITK TESTINGS! if (colorsT->GetSize() != numOfPoints*componentSize) MITK_DEBUG << "ALLOCATION ERROR IN INITIATING COLOR ARRAY"; } void mitk::FiberBundleX::DoColorCodingFaBased() { if(m_FiberPolyData->GetPointData()->HasArray(COLORCODING_FA_BASED) != 1 ) return; this->SetColorCoding(COLORCODING_FA_BASED); // this->GenerateFiberIds(); } void mitk::FiberBundleX::DoUseFaFiberOpacity() { if(m_FiberPolyData->GetPointData()->HasArray(COLORCODING_FA_BASED) != 1 ) return; if(m_FiberPolyData->GetPointData()->HasArray(COLORCODING_ORIENTATION_BASED) != 1 ) return; vtkDoubleArray* FAValArray = (vtkDoubleArray*) m_FiberPolyData->GetPointData()->GetArray(COLORCODING_FA_BASED); vtkUnsignedCharArray* ColorArray = dynamic_cast (m_FiberPolyData->GetPointData()->GetArray(COLORCODING_ORIENTATION_BASED)); for(long i=0; iGetNumberOfTuples(); i++) { double faValue = FAValArray->GetValue(i); faValue = faValue * 255.0; ColorArray->SetComponent(i,3, (unsigned char) faValue ); } this->SetColorCoding(COLORCODING_ORIENTATION_BASED); // this->GenerateFiberIds(); } void mitk::FiberBundleX::ResetFiberOpacity() { vtkUnsignedCharArray* ColorArray = dynamic_cast (m_FiberPolyData->GetPointData()->GetArray(COLORCODING_ORIENTATION_BASED)); if (ColorArray==NULL) return; for(long i=0; iGetNumberOfTuples(); i++) ColorArray->SetComponent(i,3, 255.0 ); } void mitk::FiberBundleX::SetFAMap(mitk::Image::Pointer FAimage) { mitkPixelTypeMultiplex1( SetFAMap, FAimage->GetPixelType(), FAimage ); } template void mitk::FiberBundleX::SetFAMap(const mitk::PixelType, mitk::Image::Pointer FAimage) { MITK_DEBUG << "SetFAMap"; vtkSmartPointer faValues = vtkSmartPointer::New(); faValues->SetName(COLORCODING_FA_BASED); faValues->Allocate(m_FiberPolyData->GetNumberOfPoints()); faValues->SetNumberOfValues(m_FiberPolyData->GetNumberOfPoints()); mitk::ImagePixelReadAccessor readFAimage (FAimage, FAimage->GetVolumeData(0)); vtkPoints* pointSet = m_FiberPolyData->GetPoints(); for(long i=0; iGetNumberOfPoints(); ++i) { Point3D px; px[0] = pointSet->GetPoint(i)[0]; px[1] = pointSet->GetPoint(i)[1]; px[2] = pointSet->GetPoint(i)[2]; double faPixelValue = 1-readFAimage.GetPixelByWorldCoordinates(px); faValues->InsertValue(i, faPixelValue); } m_FiberPolyData->GetPointData()->AddArray(faValues); this->GenerateFiberIds(); if(m_FiberPolyData->GetPointData()->HasArray(COLORCODING_FA_BASED)) MITK_DEBUG << "FA VALUE ARRAY SET"; } void mitk::FiberBundleX::GenerateFiberIds() { if (m_FiberPolyData == NULL) return; vtkSmartPointer idFiberFilter = vtkSmartPointer::New(); idFiberFilter->SetInputData(m_FiberPolyData); idFiberFilter->CellIdsOn(); // idFiberFilter->PointIdsOn(); // point id's are not needed idFiberFilter->SetIdsArrayName(FIBER_ID_ARRAY); idFiberFilter->FieldDataOn(); idFiberFilter->Update(); m_FiberIdDataSet = idFiberFilter->GetOutput(); MITK_DEBUG << "Generating Fiber Ids...[done] | " << m_FiberIdDataSet->GetNumberOfCells(); } mitk::FiberBundleX::Pointer mitk::FiberBundleX::ExtractFiberSubset(ItkUcharImgType* mask, bool anyPoint, bool invert) { vtkSmartPointer polyData = m_FiberPolyData; if (anyPoint) { float minSpacing = 1; if(mask->GetSpacing()[0]GetSpacing()[1] && mask->GetSpacing()[0]GetSpacing()[2]) minSpacing = mask->GetSpacing()[0]; else if (mask->GetSpacing()[1] < mask->GetSpacing()[2]) minSpacing = mask->GetSpacing()[1]; else minSpacing = mask->GetSpacing()[2]; mitk::FiberBundleX::Pointer fibCopy = this->GetDeepCopy(); - fibCopy->ResampleLinear(minSpacing/5); + fibCopy->ResampleSpline(minSpacing/5); polyData = fibCopy->GetFiberPolyData(); } vtkSmartPointer vtkNewPoints = vtkSmartPointer::New(); vtkSmartPointer vtkNewCells = vtkSmartPointer::New(); MITK_INFO << "Extracting fibers"; boost::progress_display disp(m_NumFibers); for (int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); vtkCell* cellOriginal = m_FiberPolyData->GetCell(i); int numPointsOriginal = cellOriginal->GetNumberOfPoints(); vtkPoints* pointsOriginal = cellOriginal->GetPoints(); vtkSmartPointer container = vtkSmartPointer::New(); if (numPoints>1 && numPointsOriginal) { if (anyPoint) { if (!invert) { for (int j=0; jGetPoint(j); itk::Point itkP; itkP[0] = p[0]; itkP[1] = p[1]; itkP[2] = p[2]; itk::Index<3> idx; mask->TransformPhysicalPointToIndex(itkP, idx); if ( mask->GetPixel(idx)>0 && mask->GetLargestPossibleRegion().IsInside(idx) ) { for (int k=0; kGetPoint(k); vtkIdType id = vtkNewPoints->InsertNextPoint(p); container->GetPointIds()->InsertNextId(id); } break; } } } else { bool includeFiber = true; for (int j=0; jGetPoint(j); itk::Point itkP; itkP[0] = p[0]; itkP[1] = p[1]; itkP[2] = p[2]; itk::Index<3> idx; mask->TransformPhysicalPointToIndex(itkP, idx); if ( mask->GetPixel(idx)>0 && mask->GetLargestPossibleRegion().IsInside(idx) ) { includeFiber = false; break; } } if (includeFiber) { for (int k=0; kGetPoint(k); vtkIdType id = vtkNewPoints->InsertNextPoint(p); container->GetPointIds()->InsertNextId(id); } } } } else { double* start = pointsOriginal->GetPoint(0); itk::Point itkStart; itkStart[0] = start[0]; itkStart[1] = start[1]; itkStart[2] = start[2]; itk::Index<3> idxStart; mask->TransformPhysicalPointToIndex(itkStart, idxStart); double* end = pointsOriginal->GetPoint(numPointsOriginal-1); itk::Point itkEnd; itkEnd[0] = end[0]; itkEnd[1] = end[1]; itkEnd[2] = end[2]; itk::Index<3> idxEnd; mask->TransformPhysicalPointToIndex(itkEnd, idxEnd); if ( mask->GetPixel(idxStart)>0 && mask->GetPixel(idxEnd)>0 && mask->GetLargestPossibleRegion().IsInside(idxStart) && mask->GetLargestPossibleRegion().IsInside(idxEnd) ) { for (int j=0; jGetPoint(j); vtkIdType id = vtkNewPoints->InsertNextPoint(p); container->GetPointIds()->InsertNextId(id); } } } } vtkNewCells->InsertNextCell(container); } if (vtkNewCells->GetNumberOfCells()<=0) return NULL; vtkSmartPointer newPolyData = vtkSmartPointer::New(); newPolyData->SetPoints(vtkNewPoints); newPolyData->SetLines(vtkNewCells); return mitk::FiberBundleX::New(newPolyData); } mitk::FiberBundleX::Pointer mitk::FiberBundleX::RemoveFibersOutside(ItkUcharImgType* mask, bool invert) { float minSpacing = 1; if(mask->GetSpacing()[0]GetSpacing()[1] && mask->GetSpacing()[0]GetSpacing()[2]) minSpacing = mask->GetSpacing()[0]; else if (mask->GetSpacing()[1] < mask->GetSpacing()[2]) minSpacing = mask->GetSpacing()[1]; else minSpacing = mask->GetSpacing()[2]; mitk::FiberBundleX::Pointer fibCopy = this->GetDeepCopy(); - fibCopy->ResampleLinear(minSpacing/10); + fibCopy->ResampleSpline(minSpacing/10); vtkSmartPointer polyData =fibCopy->GetFiberPolyData(); vtkSmartPointer vtkNewPoints = vtkSmartPointer::New(); vtkSmartPointer vtkNewCells = vtkSmartPointer::New(); MITK_INFO << "Cutting fibers"; boost::progress_display disp(m_NumFibers); for (int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); vtkSmartPointer container = vtkSmartPointer::New(); if (numPoints>1) { int newNumPoints = 0; for (int j=0; jGetPoint(j); itk::Point itkP; itkP[0] = p[0]; itkP[1] = p[1]; itkP[2] = p[2]; itk::Index<3> idx; mask->TransformPhysicalPointToIndex(itkP, idx); if ( mask->GetPixel(idx)>0 && mask->GetLargestPossibleRegion().IsInside(idx) && !invert ) { vtkIdType id = vtkNewPoints->InsertNextPoint(p); container->GetPointIds()->InsertNextId(id); newNumPoints++; } else if ( (mask->GetPixel(idx)<=0 || !mask->GetLargestPossibleRegion().IsInside(idx)) && invert ) { vtkIdType id = vtkNewPoints->InsertNextPoint(p); container->GetPointIds()->InsertNextId(id); newNumPoints++; } else if (newNumPoints>0) { vtkNewCells->InsertNextCell(container); newNumPoints = 0; container = vtkSmartPointer::New(); } } if (newNumPoints>0) vtkNewCells->InsertNextCell(container); } } if (vtkNewCells->GetNumberOfCells()<=0) return NULL; vtkSmartPointer newPolyData = vtkSmartPointer::New(); newPolyData->SetPoints(vtkNewPoints); newPolyData->SetLines(vtkNewCells); mitk::FiberBundleX::Pointer newFib = mitk::FiberBundleX::New(newPolyData); - newFib->ResampleLinear(minSpacing/2); + newFib->ResampleSpline(minSpacing/2); return newFib; } mitk::FiberBundleX::Pointer mitk::FiberBundleX::ExtractFiberSubset(BaseData* roi) { if (roi==NULL || !(dynamic_cast(roi) || dynamic_cast(roi)) ) return NULL; std::vector tmp = ExtractFiberIdSubset(roi); if (tmp.size()<=0) return mitk::FiberBundleX::New(); vtkSmartPointer pTmp = GeneratePolyDataByIds(tmp); return mitk::FiberBundleX::New(pTmp); } std::vector mitk::FiberBundleX::ExtractFiberIdSubset(BaseData* roi) { std::vector result; if (roi==NULL) return result; mitk::PlanarFigureComposite::Pointer pfc = dynamic_cast(roi); if (!pfc.IsNull()) // handle composite { switch (pfc->getOperationType()) { case 0: // AND { result = this->ExtractFiberIdSubset(pfc->getChildAt(0)); std::vector::iterator it; for (int i=1; igetNumberOfChildren(); ++i) { std::vector inRoi = this->ExtractFiberIdSubset(pfc->getChildAt(i)); std::vector rest(std::min(result.size(),inRoi.size())); it = std::set_intersection(result.begin(), result.end(), inRoi.begin(), inRoi.end(), rest.begin() ); rest.resize( it - rest.begin() ); result = rest; } break; } case 1: // OR { result = ExtractFiberIdSubset(pfc->getChildAt(0)); std::vector::iterator it; for (int i=1; igetNumberOfChildren(); ++i) { it = result.end(); std::vector inRoi = ExtractFiberIdSubset(pfc->getChildAt(i)); result.insert(it, inRoi.begin(), inRoi.end()); } // remove duplicates sort(result.begin(), result.end()); it = unique(result.begin(), result.end()); result.resize( it - result.begin() ); break; } case 2: // NOT { for(long i=0; iGetNumFibers(); i++) result.push_back(i); std::vector::iterator it; for (long i=0; igetNumberOfChildren(); ++i) { std::vector inRoi = ExtractFiberIdSubset(pfc->getChildAt(i)); std::vector rest(result.size()-inRoi.size()); it = std::set_difference(result.begin(), result.end(), inRoi.begin(), inRoi.end(), rest.begin() ); rest.resize( it - rest.begin() ); result = rest; } break; } } } else if ( dynamic_cast(roi) ) // actual extraction { mitk::PlanarFigure::Pointer planarFigure = dynamic_cast(roi); Vector3D planeNormal = planarFigure->GetPlaneGeometry()->GetNormal(); planeNormal.Normalize(); Point3D planeOrigin = planarFigure->GetPlaneGeometry()->GetOrigin(); // define cutting plane by ROI geometry (PlanarFigure) vtkSmartPointer plane = vtkSmartPointer::New(); plane->SetOrigin(planeOrigin[0],planeOrigin[1],planeOrigin[2]); plane->SetNormal(planeNormal[0],planeNormal[1],planeNormal[2]); // get all fiber/plane intersection points vtkSmartPointer clipper = vtkSmartPointer::New(); clipper->SetInputData(m_FiberIdDataSet); clipper->SetClipFunction(plane); clipper->GenerateClipScalarsOn(); clipper->GenerateClippedOutputOn(); clipper->Update(); vtkSmartPointer clipperout = clipper->GetClippedOutput(); if (!clipperout->GetCellData()->HasArray(FIBER_ID_ARRAY)) return result; vtkSmartPointer distanceList = clipperout->GetPointData()->GetScalars(); vtkIdType numPoints = distanceList->GetNumberOfTuples(); std::vector pointsOnPlane; pointsOnPlane.reserve(numPoints); for (int i=0; iGetTuple(i)[0]; // check if point is on plane if (distance >= -0.01 && distance <= 0.01) pointsOnPlane.push_back(i); } if (pointsOnPlane.empty()) return result; // get all point IDs inside the ROI std::vector pointsInROI; pointsInROI.reserve(pointsOnPlane.size()); mitk::PlanarCircle::Pointer circleName = mitk::PlanarCircle::New(); mitk::PlanarPolygon::Pointer polyName = mitk::PlanarPolygon::New(); if ( planarFigure->GetNameOfClass() == circleName->GetNameOfClass() ) { //calculate circle radius mitk::Point3D V1w = planarFigure->GetWorldControlPoint(0); //centerPoint mitk::Point3D V2w = planarFigure->GetWorldControlPoint(1); //radiusPoint double radius = V1w.EuclideanDistanceTo(V2w); radius *= radius; for (unsigned int i=0; iGetPoint(pointsOnPlane[i], p); double dist = (p[0]-V1w[0])*(p[0]-V1w[0])+(p[1]-V1w[1])*(p[1]-V1w[1])+(p[2]-V1w[2])*(p[2]-V1w[2]); if( dist <= radius) pointsInROI.push_back(pointsOnPlane[i]); } } else if ( planarFigure->GetNameOfClass() == polyName->GetNameOfClass() ) { //create vtkPolygon using controlpoints from planarFigure polygon vtkSmartPointer polygonVtk = vtkSmartPointer::New(); for (unsigned int i=0; iGetNumberOfControlPoints(); ++i) { itk::Point p = planarFigure->GetWorldControlPoint(i); polygonVtk->GetPoints()->InsertNextPoint(p[0], p[1], p[2] ); } //prepare everything for using pointInPolygon function double n[3]; polygonVtk->ComputeNormal(polygonVtk->GetPoints()->GetNumberOfPoints(), static_cast(polygonVtk->GetPoints()->GetData()->GetVoidPointer(0)), n); double bounds[6]; polygonVtk->GetPoints()->GetBounds(bounds); for (unsigned int i=0; iGetPoint(pointsOnPlane[i], p); int isInPolygon = polygonVtk->PointInPolygon(p, polygonVtk->GetPoints()->GetNumberOfPoints(), static_cast(polygonVtk->GetPoints()->GetData()->GetVoidPointer(0)), bounds, n); if( isInPolygon ) pointsInROI.push_back(pointsOnPlane[i]); } } if (pointsInROI.empty()) return result; // get the fiber IDs corresponding to all clipped points std::vector< long > pointToFiberMap; // pointToFiberMap[PointID] = FiberIndex pointToFiberMap.resize(clipperout->GetNumberOfPoints()); vtkCellArray* clipperlines = clipperout->GetLines(); clipperlines->InitTraversal(); for (int i=0, ic=0 ; iGetNumberOfCells(); i++, ic+=3) { // ic is the index counter for the cells hosting the desired information. each cell consits of 3 items. long fiberID = clipperout->GetCellData()->GetArray(FIBER_ID_ARRAY)->GetTuple(i)[0]; vtkIdType numPoints; vtkIdType* pointIDs; clipperlines->GetCell(ic, numPoints, pointIDs); for (long j=0; j=0) result.push_back( pointToFiberMap[pointsInROI[k]] ); else MITK_INFO << "ERROR in ExtractFiberIdSubset; impossible fiber id detected"; } // remove duplicates std::vector::iterator it; sort(result.begin(), result.end()); it = unique (result.begin(), result.end()); result.resize( it - result.begin() ); } return result; } void mitk::FiberBundleX::UpdateFiberGeometry() { vtkSmartPointer cleaner = vtkSmartPointer::New(); cleaner->SetInputData(m_FiberPolyData); cleaner->PointMergingOff(); cleaner->Update(); m_FiberPolyData = cleaner->GetOutput(); m_FiberLengths.clear(); m_MeanFiberLength = 0; m_MedianFiberLength = 0; m_LengthStDev = 0; m_NumFibers = m_FiberPolyData->GetNumberOfCells(); if (m_NumFibers<=0) // no fibers present; apply default geometry { m_MinFiberLength = 0; m_MaxFiberLength = 0; mitk::Geometry3D::Pointer geometry = mitk::Geometry3D::New(); geometry->SetImageGeometry(false); float b[] = {0, 1, 0, 1, 0, 1}; geometry->SetFloatBounds(b); SetGeometry(geometry); return; } double b[6]; m_FiberPolyData->GetBounds(b); // calculate statistics for (int i=0; iGetNumberOfCells(); i++) { vtkCell* cell = m_FiberPolyData->GetCell(i); int p = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); float length = 0; for (int j=0; jGetPoint(j, p1); double p2[3]; points->GetPoint(j+1, p2); float dist = std::sqrt((p1[0]-p2[0])*(p1[0]-p2[0])+(p1[1]-p2[1])*(p1[1]-p2[1])+(p1[2]-p2[2])*(p1[2]-p2[2])); length += dist; } m_FiberLengths.push_back(length); m_MeanFiberLength += length; if (i==0) { m_MinFiberLength = length; m_MaxFiberLength = length; } else { if (lengthm_MaxFiberLength) m_MaxFiberLength = length; } } m_MeanFiberLength /= m_NumFibers; std::vector< float > sortedLengths = m_FiberLengths; std::sort(sortedLengths.begin(), sortedLengths.end()); for (int i=0; i1) m_LengthStDev /= (m_NumFibers-1); else m_LengthStDev = 0; m_LengthStDev = std::sqrt(m_LengthStDev); m_MedianFiberLength = sortedLengths.at(m_NumFibers/2); mitk::Geometry3D::Pointer geometry = mitk::Geometry3D::New(); geometry->SetFloatBounds(b); this->SetGeometry(geometry); m_UpdateTime3D.Modified(); m_UpdateTime2D.Modified(); } std::vector mitk::FiberBundleX::GetAvailableColorCodings() { std::vector availableColorCodings; int numColors = m_FiberPolyData->GetPointData()->GetNumberOfArrays(); for(int i=0; iGetPointData()->GetArrayName(i)); } //this controlstructure shall be implemented by the calling method if (availableColorCodings.empty()) MITK_DEBUG << "no colorcodings available in fiberbundleX"; return availableColorCodings; } char* mitk::FiberBundleX::GetCurrentColorCoding() { return m_CurrentColorCoding; } void mitk::FiberBundleX::SetColorCoding(const char* requestedColorCoding) { if (requestedColorCoding==NULL) return; if( strcmp (COLORCODING_ORIENTATION_BASED,requestedColorCoding) == 0 ) { this->m_CurrentColorCoding = (char*) COLORCODING_ORIENTATION_BASED; } else if( strcmp (COLORCODING_FA_BASED,requestedColorCoding) == 0 ) { this->m_CurrentColorCoding = (char*) COLORCODING_FA_BASED; } else if( strcmp (COLORCODING_CUSTOM,requestedColorCoding) == 0 ) { this->m_CurrentColorCoding = (char*) COLORCODING_CUSTOM; } else { MITK_DEBUG << "FIBERBUNDLE X: UNKNOWN COLORCODING in FIBERBUNDLEX Datastructure"; this->m_CurrentColorCoding = (char*) COLORCODING_CUSTOM; //will cause blank colorcoding of fibers } m_UpdateTime3D.Modified(); m_UpdateTime2D.Modified(); } itk::Matrix< double, 3, 3 > mitk::FiberBundleX::TransformMatrix(itk::Matrix< double, 3, 3 > m, double rx, double ry, double rz) { rx = rx*M_PI/180; ry = ry*M_PI/180; rz = rz*M_PI/180; itk::Matrix< double, 3, 3 > rotX; rotX.SetIdentity(); rotX[1][1] = cos(rx); rotX[2][2] = rotX[1][1]; rotX[1][2] = -sin(rx); rotX[2][1] = -rotX[1][2]; itk::Matrix< double, 3, 3 > rotY; rotY.SetIdentity(); rotY[0][0] = cos(ry); rotY[2][2] = rotY[0][0]; rotY[0][2] = sin(ry); rotY[2][0] = -rotY[0][2]; itk::Matrix< double, 3, 3 > rotZ; rotZ.SetIdentity(); rotZ[0][0] = cos(rz); rotZ[1][1] = rotZ[0][0]; rotZ[0][1] = -sin(rz); rotZ[1][0] = -rotZ[0][1]; itk::Matrix< double, 3, 3 > rot = rotZ*rotY*rotX; m = rot*m; return m; } itk::Point mitk::FiberBundleX::TransformPoint(vnl_vector_fixed< double, 3 > point, double rx, double ry, double rz, double tx, double ty, double tz) { rx = rx*M_PI/180; ry = ry*M_PI/180; rz = rz*M_PI/180; vnl_matrix_fixed< double, 3, 3 > rotX; rotX.set_identity(); rotX[1][1] = cos(rx); rotX[2][2] = rotX[1][1]; rotX[1][2] = -sin(rx); rotX[2][1] = -rotX[1][2]; vnl_matrix_fixed< double, 3, 3 > rotY; rotY.set_identity(); rotY[0][0] = cos(ry); rotY[2][2] = rotY[0][0]; rotY[0][2] = sin(ry); rotY[2][0] = -rotY[0][2]; vnl_matrix_fixed< double, 3, 3 > rotZ; rotZ.set_identity(); rotZ[0][0] = cos(rz); rotZ[1][1] = rotZ[0][0]; rotZ[0][1] = -sin(rz); rotZ[1][0] = -rotZ[0][1]; vnl_matrix_fixed< double, 3, 3 > rot = rotZ*rotY*rotX; mitk::BaseGeometry::Pointer geom = this->GetGeometry(); mitk::Point3D center = geom->GetCenter(); point[0] -= center[0]; point[1] -= center[1]; point[2] -= center[2]; point = rot*point; point[0] += center[0]+tx; point[1] += center[1]+ty; point[2] += center[2]+tz; itk::Point out; out[0] = point[0]; out[1] = point[1]; out[2] = point[2]; return out; } void mitk::FiberBundleX::TransformFibers(double rx, double ry, double rz, double tx, double ty, double tz) { rx = rx*M_PI/180; ry = ry*M_PI/180; rz = rz*M_PI/180; vnl_matrix_fixed< double, 3, 3 > rotX; rotX.set_identity(); rotX[1][1] = cos(rx); rotX[2][2] = rotX[1][1]; rotX[1][2] = -sin(rx); rotX[2][1] = -rotX[1][2]; vnl_matrix_fixed< double, 3, 3 > rotY; rotY.set_identity(); rotY[0][0] = cos(ry); rotY[2][2] = rotY[0][0]; rotY[0][2] = sin(ry); rotY[2][0] = -rotY[0][2]; vnl_matrix_fixed< double, 3, 3 > rotZ; rotZ.set_identity(); rotZ[0][0] = cos(rz); rotZ[1][1] = rotZ[0][0]; rotZ[0][1] = -sin(rz); rotZ[1][0] = -rotZ[0][1]; vnl_matrix_fixed< double, 3, 3 > rot = rotZ*rotY*rotX; mitk::BaseGeometry::Pointer geom = this->GetGeometry(); mitk::Point3D center = geom->GetCenter(); vtkSmartPointer vtkNewPoints = vtkSmartPointer::New(); vtkSmartPointer vtkNewCells = vtkSmartPointer::New(); for (int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); vtkSmartPointer container = vtkSmartPointer::New(); for (int j=0; jGetPoint(j); vnl_vector_fixed< double, 3 > dir; dir[0] = p[0]-center[0]; dir[1] = p[1]-center[1]; dir[2] = p[2]-center[2]; dir = rot*dir; dir[0] += center[0]+tx; dir[1] += center[1]+ty; dir[2] += center[2]+tz; vtkIdType id = vtkNewPoints->InsertNextPoint(dir.data_block()); container->GetPointIds()->InsertNextId(id); } vtkNewCells->InsertNextCell(container); } m_FiberPolyData = vtkSmartPointer::New(); m_FiberPolyData->SetPoints(vtkNewPoints); m_FiberPolyData->SetLines(vtkNewCells); UpdateColorCoding(); UpdateFiberGeometry(); } void mitk::FiberBundleX::RotateAroundAxis(double x, double y, double z) { x = x*M_PI/180; y = y*M_PI/180; z = z*M_PI/180; vnl_matrix_fixed< double, 3, 3 > rotX; rotX.set_identity(); rotX[1][1] = cos(x); rotX[2][2] = rotX[1][1]; rotX[1][2] = -sin(x); rotX[2][1] = -rotX[1][2]; vnl_matrix_fixed< double, 3, 3 > rotY; rotY.set_identity(); rotY[0][0] = cos(y); rotY[2][2] = rotY[0][0]; rotY[0][2] = sin(y); rotY[2][0] = -rotY[0][2]; vnl_matrix_fixed< double, 3, 3 > rotZ; rotZ.set_identity(); rotZ[0][0] = cos(z); rotZ[1][1] = rotZ[0][0]; rotZ[0][1] = -sin(z); rotZ[1][0] = -rotZ[0][1]; mitk::BaseGeometry::Pointer geom = this->GetGeometry(); mitk::Point3D center = geom->GetCenter(); vtkSmartPointer vtkNewPoints = vtkSmartPointer::New(); vtkSmartPointer vtkNewCells = vtkSmartPointer::New(); for (int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); vtkSmartPointer container = vtkSmartPointer::New(); for (int j=0; jGetPoint(j); vnl_vector_fixed< double, 3 > dir; dir[0] = p[0]-center[0]; dir[1] = p[1]-center[1]; dir[2] = p[2]-center[2]; dir = rotZ*rotY*rotX*dir; dir[0] += center[0]; dir[1] += center[1]; dir[2] += center[2]; vtkIdType id = vtkNewPoints->InsertNextPoint(dir.data_block()); container->GetPointIds()->InsertNextId(id); } vtkNewCells->InsertNextCell(container); } m_FiberPolyData = vtkSmartPointer::New(); m_FiberPolyData->SetPoints(vtkNewPoints); m_FiberPolyData->SetLines(vtkNewCells); UpdateColorCoding(); UpdateFiberGeometry(); } void mitk::FiberBundleX::ScaleFibers(double x, double y, double z, bool subtractCenter) { MITK_INFO << "Scaling fibers"; boost::progress_display disp(m_NumFibers); mitk::BaseGeometry* geom = this->GetGeometry(); mitk::Point3D c = geom->GetCenter(); vtkSmartPointer vtkNewPoints = vtkSmartPointer::New(); vtkSmartPointer vtkNewCells = vtkSmartPointer::New(); for (int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); vtkSmartPointer container = vtkSmartPointer::New(); for (int j=0; jGetPoint(j); if (subtractCenter) { p[0] -= c[0]; p[1] -= c[1]; p[2] -= c[2]; } p[0] *= x; p[1] *= y; p[2] *= z; if (subtractCenter) { p[0] += c[0]; p[1] += c[1]; p[2] += c[2]; } vtkIdType id = vtkNewPoints->InsertNextPoint(p); container->GetPointIds()->InsertNextId(id); } vtkNewCells->InsertNextCell(container); } m_FiberPolyData = vtkSmartPointer::New(); m_FiberPolyData->SetPoints(vtkNewPoints); m_FiberPolyData->SetLines(vtkNewCells); UpdateColorCoding(); UpdateFiberGeometry(); } void mitk::FiberBundleX::TranslateFibers(double x, double y, double z) { vtkSmartPointer vtkNewPoints = vtkSmartPointer::New(); vtkSmartPointer vtkNewCells = vtkSmartPointer::New(); for (int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); vtkSmartPointer container = vtkSmartPointer::New(); for (int j=0; jGetPoint(j); p[0] += x; p[1] += y; p[2] += z; vtkIdType id = vtkNewPoints->InsertNextPoint(p); container->GetPointIds()->InsertNextId(id); } vtkNewCells->InsertNextCell(container); } m_FiberPolyData = vtkSmartPointer::New(); m_FiberPolyData->SetPoints(vtkNewPoints); m_FiberPolyData->SetLines(vtkNewCells); UpdateColorCoding(); UpdateFiberGeometry(); } void mitk::FiberBundleX::MirrorFibers(unsigned int axis) { if (axis>2) return; MITK_INFO << "Mirroring fibers"; boost::progress_display disp(m_NumFibers); vtkSmartPointer vtkNewPoints = vtkSmartPointer::New(); vtkSmartPointer vtkNewCells = vtkSmartPointer::New(); for (int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); vtkSmartPointer container = vtkSmartPointer::New(); for (int j=0; jGetPoint(j); p[axis] = -p[axis]; vtkIdType id = vtkNewPoints->InsertNextPoint(p); container->GetPointIds()->InsertNextId(id); } vtkNewCells->InsertNextCell(container); } m_FiberPolyData = vtkSmartPointer::New(); m_FiberPolyData->SetPoints(vtkNewPoints); m_FiberPolyData->SetLines(vtkNewCells); UpdateColorCoding(); UpdateFiberGeometry(); } bool mitk::FiberBundleX::ApplyCurvatureThreshold(float minRadius, bool deleteFibers) { if (minRadius<0) return true; vtkSmartPointer vtkNewPoints = vtkSmartPointer::New(); vtkSmartPointer vtkNewCells = vtkSmartPointer::New(); MITK_INFO << "Applying curvature threshold"; boost::progress_display disp(m_FiberPolyData->GetNumberOfCells()); for (int i=0; iGetNumberOfCells(); i++) { ++disp ; vtkCell* cell = m_FiberPolyData->GetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); // calculate curvatures vtkSmartPointer container = vtkSmartPointer::New(); for (int j=0; jGetPoint(j, p1); double p2[3]; points->GetPoint(j+1, p2); double p3[3]; points->GetPoint(j+2, p3); vnl_vector_fixed< float, 3 > v1, v2, v3; v1[0] = p2[0]-p1[0]; v1[1] = p2[1]-p1[1]; v1[2] = p2[2]-p1[2]; v2[0] = p3[0]-p2[0]; v2[1] = p3[1]-p2[1]; v2[2] = p3[2]-p2[2]; v3[0] = p1[0]-p3[0]; v3[1] = p1[1]-p3[1]; v3[2] = p1[2]-p3[2]; float a = v1.magnitude(); float b = v2.magnitude(); float c = v3.magnitude(); float r = a*b*c/std::sqrt((a+b+c)*(a+b-c)*(b+c-a)*(a-b+c)); // radius of triangle via Heron's formula (area of triangle) vtkIdType id = vtkNewPoints->InsertNextPoint(p1); container->GetPointIds()->InsertNextId(id); if (deleteFibers && rInsertNextCell(container); container = vtkSmartPointer::New(); } else if (j==numPoints-3) { id = vtkNewPoints->InsertNextPoint(p2); container->GetPointIds()->InsertNextId(id); id = vtkNewPoints->InsertNextPoint(p3); container->GetPointIds()->InsertNextId(id); vtkNewCells->InsertNextCell(container); } } } if (vtkNewCells->GetNumberOfCells()<=0) return false; m_FiberPolyData = vtkSmartPointer::New(); m_FiberPolyData->SetPoints(vtkNewPoints); m_FiberPolyData->SetLines(vtkNewCells); UpdateColorCoding(); UpdateFiberGeometry(); return true; } bool mitk::FiberBundleX::RemoveShortFibers(float lengthInMM) { MITK_INFO << "Removing short fibers"; if (lengthInMM<=0 || lengthInMMm_MaxFiberLength) // can't remove all fibers { MITK_WARN << "Process aborted. No fibers would be left!"; return false; } vtkSmartPointer vtkNewPoints = vtkSmartPointer::New(); vtkSmartPointer vtkNewCells = vtkSmartPointer::New(); float min = m_MaxFiberLength; boost::progress_display disp(m_NumFibers); for (int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); if (m_FiberLengths.at(i)>=lengthInMM) { vtkSmartPointer container = vtkSmartPointer::New(); for (int j=0; jGetPoint(j); vtkIdType id = vtkNewPoints->InsertNextPoint(p); container->GetPointIds()->InsertNextId(id); } vtkNewCells->InsertNextCell(container); if (m_FiberLengths.at(i)GetNumberOfCells()<=0) return false; m_FiberPolyData = vtkSmartPointer::New(); m_FiberPolyData->SetPoints(vtkNewPoints); m_FiberPolyData->SetLines(vtkNewCells); UpdateColorCoding(); UpdateFiberGeometry(); return true; } bool mitk::FiberBundleX::RemoveLongFibers(float lengthInMM) { if (lengthInMM<=0 || lengthInMM>m_MaxFiberLength) return true; if (lengthInMM vtkNewPoints = vtkSmartPointer::New(); vtkSmartPointer vtkNewCells = vtkSmartPointer::New(); MITK_INFO << "Removing long fibers"; boost::progress_display disp(m_NumFibers); for (int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); if (m_FiberLengths.at(i)<=lengthInMM) { vtkSmartPointer container = vtkSmartPointer::New(); for (int j=0; jGetPoint(j); vtkIdType id = vtkNewPoints->InsertNextPoint(p); container->GetPointIds()->InsertNextId(id); } vtkNewCells->InsertNextCell(container); } } if (vtkNewCells->GetNumberOfCells()<=0) return false; m_FiberPolyData = vtkSmartPointer::New(); m_FiberPolyData->SetPoints(vtkNewPoints); m_FiberPolyData->SetLines(vtkNewCells); UpdateColorCoding(); UpdateFiberGeometry(); return true; } void mitk::FiberBundleX::ResampleSpline(float pointDistance, double tension, double continuity, double bias ) { if (pointDistance<=0) return; vtkSmartPointer vtkSmoothPoints = vtkSmartPointer::New(); //in smoothpoints the interpolated points representing a fiber are stored. //in vtkcells all polylines are stored, actually all id's of them are stored vtkSmartPointer vtkSmoothCells = vtkSmartPointer::New(); //cellcontainer for smoothed lines vtkIdType pointHelperCnt = 0; MITK_INFO << "Smoothing fibers"; boost::progress_display disp(m_NumFibers); for (int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); vtkSmartPointer newPoints = vtkSmartPointer::New(); for (int j=0; jInsertNextPoint(points->GetPoint(j)); float length = m_FiberLengths.at(i); int sampling = std::ceil(length/pointDistance); vtkSmartPointer xSpline = vtkSmartPointer::New(); vtkSmartPointer ySpline = vtkSmartPointer::New(); vtkSmartPointer zSpline = vtkSmartPointer::New(); xSpline->SetDefaultBias(bias); xSpline->SetDefaultTension(tension); xSpline->SetDefaultContinuity(continuity); ySpline->SetDefaultBias(bias); ySpline->SetDefaultTension(tension); ySpline->SetDefaultContinuity(continuity); zSpline->SetDefaultBias(bias); zSpline->SetDefaultTension(tension); zSpline->SetDefaultContinuity(continuity); vtkSmartPointer spline = vtkSmartPointer::New(); spline->SetXSpline(xSpline); spline->SetYSpline(ySpline); spline->SetZSpline(zSpline); spline->SetPoints(newPoints); vtkSmartPointer functionSource = vtkSmartPointer::New(); functionSource->SetParametricFunction(spline); functionSource->SetUResolution(sampling); functionSource->SetVResolution(sampling); functionSource->SetWResolution(sampling); functionSource->Update(); vtkPolyData* outputFunction = functionSource->GetOutput(); vtkPoints* tmpSmoothPnts = outputFunction->GetPoints(); //smoothPoints of current fiber vtkSmartPointer smoothLine = vtkSmartPointer::New(); smoothLine->GetPointIds()->SetNumberOfIds(tmpSmoothPnts->GetNumberOfPoints()); for (int j=0; jGetNumberOfPoints(); j++) { smoothLine->GetPointIds()->SetId(j, j+pointHelperCnt); vtkSmoothPoints->InsertNextPoint(tmpSmoothPnts->GetPoint(j)); } vtkSmoothCells->InsertNextCell(smoothLine); pointHelperCnt += tmpSmoothPnts->GetNumberOfPoints(); } m_FiberPolyData = vtkSmartPointer::New(); m_FiberPolyData->SetPoints(vtkSmoothPoints); m_FiberPolyData->SetLines(vtkSmoothCells); UpdateColorCoding(); UpdateFiberGeometry(); m_FiberSampling = 10/pointDistance; } void mitk::FiberBundleX::ResampleSpline(float pointDistance) { ResampleSpline(pointDistance, 0, 0, 0 ); } unsigned long mitk::FiberBundleX::GetNumberOfPoints() { unsigned long points = 0; for (int i=0; iGetNumberOfCells(); i++) { vtkCell* cell = m_FiberPolyData->GetCell(i); points += cell->GetNumberOfPoints(); } return points; } void mitk::FiberBundleX::Compress(float error) { vtkSmartPointer vtkNewPoints = vtkSmartPointer::New(); vtkSmartPointer vtkNewCells = vtkSmartPointer::New(); MITK_INFO << "Compressing fibers"; unsigned long numRemovedPoints = 0; boost::progress_display disp(m_FiberPolyData->GetNumberOfCells()); for (int i=0; iGetNumberOfCells(); i++) { ++disp; vtkCell* cell = m_FiberPolyData->GetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); // calculate curvatures std::vector< int > removedPoints; removedPoints.resize(numPoints, 0); removedPoints[0]=-1; removedPoints[numPoints-1]=-1; vtkSmartPointer container = vtkSmartPointer::New(); bool pointFound = true; while (pointFound) { pointFound = false; double minError = error; int removeIndex = -1; for (int j=0; jGetPoint(j, cand); vnl_vector_fixed< double, 3 > candV; candV[0]=cand[0]; candV[1]=cand[1]; candV[2]=cand[2]; int validP = -1; vnl_vector_fixed< double, 3 > pred; for (int k=j-1; k>=0; k--) if (removedPoints[k]<=0) { double ref[3]; points->GetPoint(k, ref); pred[0]=ref[0]; pred[1]=ref[1]; pred[2]=ref[2]; validP = k; break; } int validS = -1; vnl_vector_fixed< double, 3 > succ; for (int k=j+1; kGetPoint(k, ref); succ[0]=ref[0]; succ[1]=ref[1]; succ[2]=ref[2]; validS = k; break; } if (validP>=0 && validS>=0) { double a = (candV-pred).magnitude(); double b = (candV-succ).magnitude(); double c = (pred-succ).magnitude(); double s=0.5*(a+b+c); double hc=(2.0/c)*sqrt(fabs(s*(s-a)*(s-b)*(s-c))); if (hcGetPoint(j, cand); vtkIdType id = vtkNewPoints->InsertNextPoint(cand); container->GetPointIds()->InsertNextId(id); } } vtkNewCells->InsertNextCell(container); } if (vtkNewCells->GetNumberOfCells()>0) { MITK_INFO << "Removed points: " << numRemovedPoints; m_FiberPolyData = vtkSmartPointer::New(); m_FiberPolyData->SetPoints(vtkNewPoints); m_FiberPolyData->SetLines(vtkNewCells); UpdateColorCoding(); UpdateFiberGeometry(); } } -// Resample fiber to get equidistant points -void mitk::FiberBundleX::ResampleLinear(float pointDistance) -{ - if (pointDistance<=0.00001) - return; - - vtkSmartPointer newPoly = vtkSmartPointer::New(); - vtkSmartPointer newCellArray = vtkSmartPointer::New(); - vtkSmartPointer newPoints = vtkSmartPointer::New(); - - int numberOfLines = m_NumFibers; - - MITK_INFO << "Resampling fibers"; - boost::progress_display disp(m_NumFibers); - for (int i=0; iGetCell(i); - int numPoints = cell->GetNumberOfPoints(); - vtkPoints* points = cell->GetPoints(); - - vtkSmartPointer container = vtkSmartPointer::New(); - - double* point = points->GetPoint(0); - vtkIdType pointId = newPoints->InsertNextPoint(point); - container->GetPointIds()->InsertNextId(pointId); - - float dtau = 0; - int cur_p = 1; - itk::Vector dR; - float normdR = 0; - - for (;;) - { - while (dtau <= pointDistance && cur_p < numPoints) - { - itk::Vector v1; - point = points->GetPoint(cur_p-1); - v1[0] = point[0]; - v1[1] = point[1]; - v1[2] = point[2]; - itk::Vector v2; - point = points->GetPoint(cur_p); - v2[0] = point[0]; - v2[1] = point[1]; - v2[2] = point[2]; - - dR = v2 - v1; - normdR = std::sqrt(dR.GetSquaredNorm()); - dtau += normdR; - cur_p++; - } - - if (dtau >= pointDistance) - { - itk::Vector v1; - point = points->GetPoint(cur_p-1); - v1[0] = point[0]; - v1[1] = point[1]; - v1[2] = point[2]; - - itk::Vector v2 = v1 - dR*( (dtau-pointDistance)/normdR ); - pointId = newPoints->InsertNextPoint(v2.GetDataPointer()); - container->GetPointIds()->InsertNextId(pointId); - } - else - { - point = points->GetPoint(numPoints-1); - pointId = newPoints->InsertNextPoint(point); - container->GetPointIds()->InsertNextId(pointId); - break; - } - dtau = dtau-pointDistance; - } - - newCellArray->InsertNextCell(container); - } - - newPoly->SetPoints(newPoints); - newPoly->SetLines(newCellArray); - m_FiberPolyData = newPoly; - UpdateFiberGeometry(); - UpdateColorCoding(); - m_FiberSampling = 10/pointDistance; -} - // reapply selected colorcoding in case polydata structure has changed void mitk::FiberBundleX::UpdateColorCoding() { char* cc = GetCurrentColorCoding(); if( strcmp (COLORCODING_ORIENTATION_BASED,cc) == 0 ) DoColorCodingOrientationBased(); else if( strcmp (COLORCODING_FA_BASED,cc) == 0 ) DoColorCodingFaBased(); } // reapply selected colorcoding in case polydata structure has changed bool mitk::FiberBundleX::Equals(mitk::FiberBundleX* fib, double eps) { if (fib==NULL) { MITK_INFO << "Reference bundle is NULL!"; return false; } if (m_NumFibers!=fib->GetNumFibers()) { MITK_INFO << "Unequal number of fibers!"; MITK_INFO << m_NumFibers << " vs. " << fib->GetNumFibers(); return false; } for (int i=0; iGetCell(i); int numPoints = cell->GetNumberOfPoints(); vtkPoints* points = cell->GetPoints(); vtkCell* cell2 = fib->GetFiberPolyData()->GetCell(i); int numPoints2 = cell2->GetNumberOfPoints(); vtkPoints* points2 = cell2->GetPoints(); if (numPoints2!=numPoints) { MITK_INFO << "Unequal number of points in fiber " << i << "!"; MITK_INFO << numPoints2 << " vs. " << numPoints; return false; } for (int j=0; jGetPoint(j); double* p2 = points2->GetPoint(j); if (fabs(p1[0]-p2[0])>eps || fabs(p1[1]-p2[1])>eps || fabs(p1[2]-p2[2])>eps) { MITK_INFO << "Unequal points in fiber " << i << " at position " << j << "!"; MITK_INFO << "p1: " << p1[0] << ", " << p1[1] << ", " << p1[2]; MITK_INFO << "p2: " << p2[0] << ", " << p2[1] << ", " << p2[2]; return false; } } } return true; } /* ESSENTIAL IMPLEMENTATION OF SUPERCLASS METHODS */ void mitk::FiberBundleX::UpdateOutputInformation() { } void mitk::FiberBundleX::SetRequestedRegionToLargestPossibleRegion() { } bool mitk::FiberBundleX::RequestedRegionIsOutsideOfTheBufferedRegion() { return false; } bool mitk::FiberBundleX::VerifyRequestedRegion() { return true; } void mitk::FiberBundleX::SetRequestedRegion(const itk::DataObject* ) { } diff --git a/Modules/DiffusionImaging/FiberTracking/IODataStructures/FiberBundleX/mitkFiberBundleX.h b/Modules/DiffusionImaging/FiberTracking/IODataStructures/FiberBundleX/mitkFiberBundleX.h index 1fec06084e..be5433ca32 100644 --- a/Modules/DiffusionImaging/FiberTracking/IODataStructures/FiberBundleX/mitkFiberBundleX.h +++ b/Modules/DiffusionImaging/FiberTracking/IODataStructures/FiberBundleX/mitkFiberBundleX.h @@ -1,176 +1,175 @@ /*=================================================================== The Medical Imaging Interaction Toolkit (MITK) Copyright (c) German Cancer Research Center, Division of Medical and Biological Informatics. All rights reserved. This software is distributed WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See LICENSE.txt or http://www.mitk.org for details. ===================================================================*/ #ifndef _MITK_FiberBundleX_H #define _MITK_FiberBundleX_H //includes for MITK datastructure #include #include #include //includes storing fiberdata #include #include #include #include #include //#include #include #include #include namespace mitk { /** * \brief Base Class for Fiber Bundles; */ class MitkFiberTracking_EXPORT FiberBundleX : public BaseData { public: typedef itk::Image ItkUcharImgType; // fiber colorcodings static const char* COLORCODING_ORIENTATION_BASED; static const char* COLORCODING_FA_BASED; static const char* COLORCODING_CUSTOM; static const char* FIBER_ID_ARRAY; virtual void UpdateOutputInformation(); virtual void SetRequestedRegionToLargestPossibleRegion(); virtual bool RequestedRegionIsOutsideOfTheBufferedRegion(); virtual bool VerifyRequestedRegion(); virtual void SetRequestedRegion(const itk::DataObject*); mitkClassMacro( FiberBundleX, BaseData ) itkFactorylessNewMacro(Self) itkCloneMacro(Self) mitkNewMacro1Param(Self, vtkSmartPointer) // custom constructor // colorcoding related methods void SetColorCoding(const char*); void SetFAMap(mitk::Image::Pointer); template void SetFAMap(const mitk::PixelType pixelType, mitk::Image::Pointer); void DoColorCodingOrientationBased(); void DoColorCodingFaBased(); void DoUseFaFiberOpacity(); void ResetFiberOpacity(); // fiber compression void Compress(float error = 0.0); // fiber resampling - void ResampleLinear(float pointDistance = 1); void ResampleSpline(float pointDistance=1); void ResampleSpline(float pointDistance, double tension, double continuity, double bias ); bool RemoveShortFibers(float lengthInMM); bool RemoveLongFibers(float lengthInMM); bool ApplyCurvatureThreshold(float minRadius, bool deleteFibers); void MirrorFibers(unsigned int axis); void RotateAroundAxis(double x, double y, double z); void TranslateFibers(double x, double y, double z); void ScaleFibers(double x, double y, double z, bool subtractCenter=true); void TransformFibers(double rx, double ry, double rz, double tx, double ty, double tz); itk::Point TransformPoint(vnl_vector_fixed< double, 3 > point, double rx, double ry, double rz, double tx, double ty, double tz); itk::Matrix< double, 3, 3 > TransformMatrix(itk::Matrix< double, 3, 3 > m, double rx, double ry, double rz); // add/subtract fibers FiberBundleX::Pointer AddBundle(FiberBundleX* fib); FiberBundleX::Pointer SubtractBundle(FiberBundleX* fib); // fiber subset extraction FiberBundleX::Pointer ExtractFiberSubset(BaseData* roi); std::vector ExtractFiberIdSubset(BaseData* roi); FiberBundleX::Pointer ExtractFiberSubset(ItkUcharImgType* mask, bool anyPoint, bool invert=false); FiberBundleX::Pointer RemoveFibersOutside(ItkUcharImgType* mask, bool invert=false); vtkSmartPointer GeneratePolyDataByIds( std::vector ); // TODO: make protected void GenerateFiberIds(); // TODO: make protected // get/set data void SetFiberPolyData(vtkSmartPointer, bool updateGeometry = true); vtkSmartPointer GetFiberPolyData() const; std::vector< std::string > GetAvailableColorCodings(); char* GetCurrentColorCoding(); itkGetMacro( NumFibers, int) //itkGetMacro( FiberSampling, int) int GetNumFibers() const {return m_NumFibers;} itkGetMacro( MinFiberLength, float ) itkGetMacro( MaxFiberLength, float ) itkGetMacro( MeanFiberLength, float ) itkGetMacro( MedianFiberLength, float ) itkGetMacro( LengthStDev, float ) itkGetMacro( UpdateTime2D, itk::TimeStamp ) itkGetMacro( UpdateTime3D, itk::TimeStamp ) void RequestUpdate2D(){ m_UpdateTime2D.Modified(); } void RequestUpdate3D(){ m_UpdateTime3D.Modified(); } unsigned long GetNumberOfPoints(); // copy fiber bundle mitk::FiberBundleX::Pointer GetDeepCopy(); // compare fiber bundles bool Equals(FiberBundleX* fib, double eps=0.0001); itkSetMacro( ReferenceGeometry, mitk::BaseGeometry::Pointer ) itkGetConstMacro( ReferenceGeometry, mitk::BaseGeometry::Pointer ) protected: FiberBundleX( vtkPolyData* fiberPolyData = NULL ); virtual ~FiberBundleX(); itk::Point GetItkPoint(double point[3]); // calculate geometry from fiber extent void UpdateFiberGeometry(); // calculate colorcoding values according to m_CurrentColorCoding void UpdateColorCoding(); private: // actual fiber container vtkSmartPointer m_FiberPolyData; // contains fiber ids vtkSmartPointer m_FiberIdDataSet; char* m_CurrentColorCoding; int m_NumFibers; std::vector< float > m_FiberLengths; float m_MinFiberLength; float m_MaxFiberLength; float m_MeanFiberLength; float m_MedianFiberLength; float m_LengthStDev; int m_FiberSampling; itk::TimeStamp m_UpdateTime2D; itk::TimeStamp m_UpdateTime3D; mitk::BaseGeometry::Pointer m_ReferenceGeometry; }; } // namespace mitk #endif /* _MITK_FiberBundleX_H */ diff --git a/Modules/DiffusionImaging/FiberTracking/Testing/mitkFiberExtractionTest.cpp b/Modules/DiffusionImaging/FiberTracking/Testing/mitkFiberExtractionTest.cpp index 66823a77b9..847be12cb8 100644 --- a/Modules/DiffusionImaging/FiberTracking/Testing/mitkFiberExtractionTest.cpp +++ b/Modules/DiffusionImaging/FiberTracking/Testing/mitkFiberExtractionTest.cpp @@ -1,105 +1,109 @@ /*=================================================================== The Medical Imaging Interaction Toolkit (MITK) Copyright (c) German Cancer Research Center, Division of Medical and Biological Informatics. All rights reserved. This software is distributed WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See LICENSE.txt or http://www.mitk.org for details. ===================================================================*/ #include #include #include #include #include #include #include /**Documentation * Test if fiber transfortaiom methods work correctly */ int mitkFiberExtractionTest(int argc, char* argv[]) { MITK_TEST_BEGIN("mitkFiberExtractionTest"); /// \todo Fix VTK memory leaks. Bug 18097. vtkDebugLeaks::SetExitError(0); MITK_INFO << "argc: " << argc; MITK_TEST_CONDITION_REQUIRED(argc==13,"check for input data") try{ mitk::FiberBundleX::Pointer groundTruthFibs = dynamic_cast(mitk::IOUtil::LoadDataNode(argv[1])->GetData()); mitk::FiberBundleX::Pointer testFibs = dynamic_cast(mitk::IOUtil::LoadDataNode(argv[2])->GetData()); // test planar figure based extraction mitk::PlanarFigure::Pointer pf1 = dynamic_cast(mitk::IOUtil::LoadDataNode(argv[3])->GetData()); mitk::PlanarFigure::Pointer pf2 = dynamic_cast(mitk::IOUtil::LoadDataNode(argv[4])->GetData()); mitk::PlanarFigure::Pointer pf3 = dynamic_cast(mitk::IOUtil::LoadDataNode(argv[5])->GetData()); MITK_INFO << "TEST1"; mitk::PlanarFigureComposite::Pointer pfc1 = mitk::PlanarFigureComposite::New(); pfc1->setOperationType(mitk::PFCOMPOSITION_AND_OPERATION); pfc1->addPlanarFigure(dynamic_cast(pf2.GetPointer())); pfc1->addPlanarFigure(dynamic_cast(pf3.GetPointer())); MITK_INFO << "TEST2"; mitk::PlanarFigureComposite::Pointer pfc2 = mitk::PlanarFigureComposite::New(); pfc2->setOperationType(mitk::PFCOMPOSITION_OR_OPERATION); pfc2->addPlanarFigure(dynamic_cast(pf1.GetPointer())); pfc2->addPlanarFigure(pfc1.GetPointer()); MITK_INFO << "TEST3"; mitk::FiberBundleX::Pointer extractedFibs = groundTruthFibs->ExtractFiberSubset(pfc2); MITK_INFO << "TEST4"; MITK_TEST_CONDITION_REQUIRED(extractedFibs->Equals(testFibs),"check planar figure extraction") MITK_INFO << "TEST5"; // test subtraction and addition mitk::FiberBundleX::Pointer notExtractedFibs = groundTruthFibs->SubtractBundle(extractedFibs); MITK_INFO << argv[11]; testFibs = dynamic_cast(mitk::IOUtil::LoadDataNode(argv[11])->GetData()); MITK_TEST_CONDITION_REQUIRED(notExtractedFibs->Equals(testFibs),"check bundle subtraction") mitk::FiberBundleX::Pointer joinded = extractedFibs->AddBundle(notExtractedFibs); testFibs = dynamic_cast(mitk::IOUtil::LoadDataNode(argv[12])->GetData()); MITK_TEST_CONDITION_REQUIRED(joinded->Equals(testFibs),"check bundle addition") // test binary image based extraction mitk::Image::Pointer mitkRoiImage = dynamic_cast(mitk::IOUtil::LoadDataNode(argv[6])->GetData()); typedef itk::Image< unsigned char, 3 > itkUCharImageType; itkUCharImageType::Pointer itkRoiImage = itkUCharImageType::New(); mitk::CastToItkImage(mitkRoiImage, itkRoiImage); mitk::FiberBundleX::Pointer inside = groundTruthFibs->RemoveFibersOutside(itkRoiImage, false); + mitk::IOUtil::SaveBaseData(inside, mitk::IOUtil::GetTempPath()+"inside.fib"); mitk::FiberBundleX::Pointer outside = groundTruthFibs->RemoveFibersOutside(itkRoiImage, true); + mitk::IOUtil::SaveBaseData(outside, mitk::IOUtil::GetTempPath()+"outside.fib"); mitk::FiberBundleX::Pointer passing = groundTruthFibs->ExtractFiberSubset(itkRoiImage, true); + mitk::IOUtil::SaveBaseData(passing, mitk::IOUtil::GetTempPath()+"passing.fib"); mitk::FiberBundleX::Pointer ending = groundTruthFibs->ExtractFiberSubset(itkRoiImage, false); + mitk::IOUtil::SaveBaseData(ending, mitk::IOUtil::GetTempPath()+"ending.fib"); testFibs = dynamic_cast(mitk::IOUtil::LoadDataNode(argv[7])->GetData()); MITK_TEST_CONDITION_REQUIRED(inside->Equals(testFibs),"check inside mask extraction") testFibs = dynamic_cast(mitk::IOUtil::LoadDataNode(argv[8])->GetData()); MITK_TEST_CONDITION_REQUIRED(outside->Equals(testFibs),"check outside mask extraction") testFibs = dynamic_cast(mitk::IOUtil::LoadDataNode(argv[9])->GetData()); MITK_TEST_CONDITION_REQUIRED(passing->Equals(testFibs),"check passing mask extraction") testFibs = dynamic_cast(mitk::IOUtil::LoadDataNode(argv[10])->GetData()); MITK_TEST_CONDITION_REQUIRED(ending->Equals(testFibs),"check ending in mask extraction") } catch(...) { return EXIT_FAILURE; } // always end with this! MITK_TEST_END(); } diff --git a/Modules/DiffusionImaging/FiberTracking/Testing/mitkFiberfoxAddArtifactsToDwiTest.cpp b/Modules/DiffusionImaging/FiberTracking/Testing/mitkFiberfoxAddArtifactsToDwiTest.cpp index 54293a4b5c..5f991c3fc1 100644 --- a/Modules/DiffusionImaging/FiberTracking/Testing/mitkFiberfoxAddArtifactsToDwiTest.cpp +++ b/Modules/DiffusionImaging/FiberTracking/Testing/mitkFiberfoxAddArtifactsToDwiTest.cpp @@ -1,180 +1,182 @@ /*=================================================================== The Medical Imaging Interaction Toolkit (MITK) Copyright (c) German Cancer Research Center, Division of Medical and Biological Informatics. All rights reserved. This software is distributed WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See LICENSE.txt or http://www.mitk.org for details. ===================================================================*/ #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include /**Documentation * Test the Fiberfox simulation functions (diffusion weighted image -> diffusion weighted image) */ class mitkFiberfoxAddArtifactsToDwiTestSuite : public mitk::TestFixture { CPPUNIT_TEST_SUITE(mitkFiberfoxAddArtifactsToDwiTestSuite); MITK_TEST(Spikes); MITK_TEST(GibbsRinging); MITK_TEST(Ghost); MITK_TEST(Aliasing); MITK_TEST(Eddy); MITK_TEST(RicianNoise); MITK_TEST(ChiSquareNoise); MITK_TEST(Distortions); CPPUNIT_TEST_SUITE_END(); private: mitk::DiffusionImage::Pointer m_InputDwi; FiberfoxParameters m_Parameters; public: void setUp() { // reference files m_InputDwi = dynamic_cast*>(mitk::IOUtil::LoadDataNode(GetTestDataFilePath("DiffusionImaging/Fiberfox/StickBall_RELAX.dwi"))->GetData()); // parameter setup m_Parameters = FiberfoxParameters(); m_Parameters.m_SignalGen.m_ImageRegion = m_InputDwi->GetVectorImage()->GetLargestPossibleRegion(); m_Parameters.m_SignalGen.m_ImageSpacing = m_InputDwi->GetVectorImage()->GetSpacing(); m_Parameters.m_SignalGen.m_ImageOrigin = m_InputDwi->GetVectorImage()->GetOrigin(); m_Parameters.m_SignalGen.m_ImageDirection = m_InputDwi->GetVectorImage()->GetDirection(); m_Parameters.m_SignalGen.m_Bvalue = m_InputDwi->GetReferenceBValue(); m_Parameters.m_SignalGen.SetGradienDirections(m_InputDwi->GetDirections()); } bool CompareDwi(itk::VectorImage< short, 3 >* dwi1, itk::VectorImage< short, 3 >* dwi2) { typedef itk::VectorImage< short, 3 > DwiImageType; try{ itk::ImageRegionIterator< DwiImageType > it1(dwi1, dwi1->GetLargestPossibleRegion()); itk::ImageRegionIterator< DwiImageType > it2(dwi2, dwi2->GetLargestPossibleRegion()); while(!it1.IsAtEnd()) { if (it1.Get()!=it2.Get()) return false; ++it1; ++it2; } } catch(...) { return false; } return true; } void StartSimulation(string testFileName) { mitk::DiffusionImage::Pointer refImage = NULL; if (!testFileName.empty()) CPPUNIT_ASSERT(refImage = dynamic_cast*>(mitk::IOUtil::LoadDataNode(testFileName)->GetData())); itk::AddArtifactsToDwiImageFilter< short >::Pointer artifactsToDwiFilter = itk::AddArtifactsToDwiImageFilter< short >::New(); artifactsToDwiFilter->SetUseConstantRandSeed(true); artifactsToDwiFilter->SetInput(m_InputDwi->GetVectorImage()); artifactsToDwiFilter->SetParameters(m_Parameters); CPPUNIT_ASSERT_NO_THROW(artifactsToDwiFilter->Update()); mitk::DiffusionImage::Pointer testImage = mitk::DiffusionImage::New(); testImage->SetVectorImage( artifactsToDwiFilter->GetOutput() ); testImage->SetReferenceBValue( m_Parameters.m_SignalGen.m_Bvalue); testImage->SetDirections( m_Parameters.m_SignalGen.GetGradientDirections()); testImage->InitializeFromVectorImage(); if (refImage.IsNotNull()) { + if (!CompareDwi(testImage->GetVectorImage(), refImage->GetVectorImage())) + mitk::IOUtil::SaveBaseData(testImage, mitk::IOUtil::GetTempPath()+"testImage.dwi"); CPPUNIT_ASSERT_MESSAGE(testFileName, CompareDwi(testImage->GetVectorImage(), refImage->GetVectorImage())); } } void Spikes() { m_Parameters.m_SignalGen.m_Spikes = 5; m_Parameters.m_SignalGen.m_SpikeAmplitude = 1; StartSimulation( GetTestDataFilePath("DiffusionImaging/Fiberfox/spikes2.dwi") ); } void GibbsRinging() { m_Parameters.m_SignalGen.m_DoAddGibbsRinging = true; StartSimulation( GetTestDataFilePath("DiffusionImaging/Fiberfox/gibbsringing2.dwi") ); } void Ghost() { m_Parameters.m_SignalGen.m_KspaceLineOffset = 0.25; StartSimulation( GetTestDataFilePath("DiffusionImaging/Fiberfox/ghost2.dwi") ); } void Aliasing() { m_Parameters.m_SignalGen.m_CroppingFactor = 0.4; StartSimulation( GetTestDataFilePath("DiffusionImaging/Fiberfox/aliasing2.dwi") ); } void Eddy() { m_Parameters.m_SignalGen.m_EddyStrength = 0.05; StartSimulation( GetTestDataFilePath("DiffusionImaging/Fiberfox/eddy2.dwi") ); } void RicianNoise() { mitk::RicianNoiseModel* ricianNoiseModel = new mitk::RicianNoiseModel(); ricianNoiseModel->SetNoiseVariance(1000000); ricianNoiseModel->SetSeed(0); m_Parameters.m_NoiseModel = ricianNoiseModel; StartSimulation( GetTestDataFilePath("DiffusionImaging/Fiberfox/riciannoise2.dwi") ); delete m_Parameters.m_NoiseModel; } void ChiSquareNoise() { mitk::ChiSquareNoiseModel* chiSquareNoiseModel = new mitk::ChiSquareNoiseModel(); chiSquareNoiseModel->SetNoiseVariance(1000000); chiSquareNoiseModel->SetSeed(0); m_Parameters.m_NoiseModel = chiSquareNoiseModel; StartSimulation( GetTestDataFilePath("DiffusionImaging/Fiberfox/chisquarenoise2.dwi") ); delete m_Parameters.m_NoiseModel; } void Distortions() { mitk::Image::Pointer mitkFMap = dynamic_cast(mitk::IOUtil::LoadDataNode( GetTestDataFilePath("DiffusionImaging/Fiberfox/Fieldmap.nrrd") )->GetData()); typedef itk::Image ItkDoubleImgType; ItkDoubleImgType::Pointer fMap = ItkDoubleImgType::New(); mitk::CastToItkImage(mitkFMap, fMap); m_Parameters.m_SignalGen.m_FrequencyMap = fMap; StartSimulation( GetTestDataFilePath("DiffusionImaging/Fiberfox/distortions2.dwi") ); } }; MITK_TEST_SUITE_REGISTRATION(mitkFiberfoxAddArtifactsToDwi) diff --git a/Modules/DiffusionImaging/FiberTracking/Testing/mitkLocalFiberPlausibilityTest.cpp b/Modules/DiffusionImaging/FiberTracking/Testing/mitkLocalFiberPlausibilityTest.cpp index d507c48488..9b49819365 100755 --- a/Modules/DiffusionImaging/FiberTracking/Testing/mitkLocalFiberPlausibilityTest.cpp +++ b/Modules/DiffusionImaging/FiberTracking/Testing/mitkLocalFiberPlausibilityTest.cpp @@ -1,190 +1,167 @@ /*=================================================================== The Medical Imaging Interaction Toolkit (MITK) Copyright (c) German Cancer Research Center, Division of Medical and Biological Informatics. All rights reserved. This software is distributed WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See LICENSE.txt or http://www.mitk.org for details. ===================================================================*/ #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #define _USE_MATH_DEFINES #include using namespace std; int mitkLocalFiberPlausibilityTest(int argc, char* argv[]) { MITK_TEST_BEGIN("mitkLocalFiberPlausibilityTest"); MITK_TEST_CONDITION_REQUIRED(argc==8,"check for input data") string fibFile = argv[1]; vector< string > referenceImages; referenceImages.push_back(argv[2]); referenceImages.push_back(argv[3]); string LDFP_ERROR_IMAGE = argv[4]; string LDFP_NUM_DIRECTIONS = argv[5]; string LDFP_VECTOR_FIELD = argv[6]; string LDFP_ERROR_IMAGE_IGNORE = argv[7]; float angularThreshold = 25; try { typedef itk::Image ItkUcharImgType; typedef itk::Image< itk::Vector< float, 3>, 3 > ItkDirectionImage3DType; typedef itk::VectorContainer< unsigned int, ItkDirectionImage3DType::Pointer > ItkDirectionImageContainerType; typedef itk::EvaluateDirectionImagesFilter< float > EvaluationFilterType; // load fiber bundle mitk::FiberBundleX::Pointer inputTractogram = dynamic_cast(mitk::IOUtil::LoadDataNode(fibFile)->GetData()); // load reference directions ItkDirectionImageContainerType::Pointer referenceImageContainer = ItkDirectionImageContainerType::New(); for (unsigned int i=0; i(mitk::IOUtil::LoadDataNode(referenceImages.at(i))->GetData()); typedef mitk::ImageToItk< ItkDirectionImage3DType > CasterType; CasterType::Pointer caster = CasterType::New(); caster->SetInput(img); caster->Update(); ItkDirectionImage3DType::Pointer itkImg = caster->GetOutput(); referenceImageContainer->InsertElement(referenceImageContainer->Size(),itkImg); } catch(...){ MITK_INFO << "could not load: " << referenceImages.at(i); } } ItkUcharImgType::Pointer itkMaskImage = ItkUcharImgType::New(); ItkDirectionImage3DType::Pointer dirImg = referenceImageContainer->GetElement(0); itkMaskImage->SetSpacing( dirImg->GetSpacing() ); itkMaskImage->SetOrigin( dirImg->GetOrigin() ); itkMaskImage->SetDirection( dirImg->GetDirection() ); itkMaskImage->SetLargestPossibleRegion( dirImg->GetLargestPossibleRegion() ); itkMaskImage->SetBufferedRegion( dirImg->GetLargestPossibleRegion() ); itkMaskImage->SetRequestedRegion( dirImg->GetLargestPossibleRegion() ); itkMaskImage->Allocate(); itkMaskImage->FillBuffer(1); // extract directions from fiber bundle itk::TractsToVectorImageFilter::Pointer fOdfFilter = itk::TractsToVectorImageFilter::New(); fOdfFilter->SetFiberBundle(inputTractogram); fOdfFilter->SetMaskImage(itkMaskImage); fOdfFilter->SetAngularThreshold(cos(angularThreshold*M_PI/180)); fOdfFilter->SetNormalizeVectors(true); //fOdfFilter->SetMaxNumDirections(1); fOdfFilter->SetSizeThreshold(0.0); fOdfFilter->SetUseWorkingCopy(false); fOdfFilter->SetNumberOfThreads(1); fOdfFilter->Update(); ItkDirectionImageContainerType::Pointer directionImageContainer = fOdfFilter->GetDirectionImageContainer(); // Get directions and num directions image ItkUcharImgType::Pointer numDirImage = fOdfFilter->GetNumDirectionsImage(); mitk::Image::Pointer mitkNumDirImage = mitk::Image::New(); mitkNumDirImage->InitializeByItk( numDirImage.GetPointer() ); mitkNumDirImage->SetVolume( numDirImage->GetBufferPointer() ); mitk::FiberBundleX::Pointer testDirections = fOdfFilter->GetOutputFiberBundle(); // evaluate directions with missing directions EvaluationFilterType::Pointer evaluationFilter = EvaluationFilterType::New(); evaluationFilter->SetImageSet(directionImageContainer); evaluationFilter->SetReferenceImageSet(referenceImageContainer); evaluationFilter->SetMaskImage(itkMaskImage); evaluationFilter->SetIgnoreMissingDirections(false); evaluationFilter->Update(); EvaluationFilterType::OutputImageType::Pointer angularErrorImage = evaluationFilter->GetOutput(0); mitk::Image::Pointer mitkAngularErrorImage = mitk::Image::New(); mitkAngularErrorImage->InitializeByItk( angularErrorImage.GetPointer() ); mitkAngularErrorImage->SetVolume( angularErrorImage->GetBufferPointer() ); // evaluate directions without missing directions evaluationFilter->SetIgnoreMissingDirections(true); evaluationFilter->Update(); EvaluationFilterType::OutputImageType::Pointer angularErrorImageIgnore = evaluationFilter->GetOutput(0); mitk::Image::Pointer mitkAngularErrorImageIgnore = mitk::Image::New(); mitkAngularErrorImageIgnore->InitializeByItk( angularErrorImageIgnore.GetPointer() ); mitkAngularErrorImageIgnore->SetVolume( angularErrorImageIgnore->GetBufferPointer() ); mitk::Image::Pointer gtAngularErrorImageIgnore = dynamic_cast(mitk::IOUtil::LoadDataNode(LDFP_ERROR_IMAGE_IGNORE)->GetData()); mitk::Image::Pointer gtAngularErrorImage = dynamic_cast(mitk::IOUtil::LoadDataNode(LDFP_ERROR_IMAGE)->GetData()); mitk::Image::Pointer gtNumTestDirImage = dynamic_cast(mitk::IOUtil::LoadDataNode(LDFP_NUM_DIRECTIONS)->GetData()); mitk::FiberBundleX::Pointer gtTestDirections = dynamic_cast(mitk::IOUtil::LoadDataNode(LDFP_VECTOR_FIELD)->GetData()); -// if (!testDirections->Equals(gtTestDirections)) -// { -// MITK_INFO << "SAVING FILES TO " << mitk::IOUtil::GetTempPath(); -// std::string out1 = mitk::IOUtil::GetTempPath().append("test.nrrd"); -// std::string out2 = mitk::IOUtil::GetTempPath().append("reference.nrrd"); - -// mitk::CoreObjectFactory::FileWriterList fileWriters = mitk::CoreObjectFactory::GetInstance()->GetFileWriters(); -// for (mitk::CoreObjectFactory::FileWriterList::iterator it = fileWriters.begin() ; it != fileWriters.end() ; ++it) -// { -// if ( (*it)->CanWriteBaseDataType(testDirections.GetPointer()) ) { -// (*it)->SetFileName( (mitk::IOUtil::GetTempPath()+"test.fib").c_str() ); -// (*it)->DoWrite( testDirections.GetPointer() ); -// } -// } - -// for (mitk::CoreObjectFactory::FileWriterList::iterator it = fileWriters.begin() ; it != fileWriters.end() ; ++it) -// { -// if ( (*it)->CanWriteBaseDataType(gtTestDirections.GetPointer()) ) { -// (*it)->SetFileName( "/local/gt.fib" ); -// (*it)->DoWrite( gtTestDirections.GetPointer() ); -// } -// } - -// mitk::IOUtil::SaveBaseData(mitkNumDirImage, mitk::IOUtil::GetTempPath()+"testImage.nrrd"); -// mitk::IOUtil::SaveBaseData(gtNumTestDirImage, mitk::IOUtil::GetTempPath()+"refImage.nrrd"); -// return EXIT_FAILURE; -// } +// mitk::IOUtil::SaveBaseData(mitkAngularErrorImageIgnore, mitk::IOUtil::GetTempPath()+"mitkAngularErrorImageIgnore.nrrd"); +// mitk::IOUtil::SaveBaseData(mitkAngularErrorImage, mitk::IOUtil::GetTempPath()+"mitkAngularErrorImage.nrrd"); +// mitk::IOUtil::SaveBaseData(mitkNumDirImage, mitk::IOUtil::GetTempPath()+"mitkNumDirImage.nrrd"); +// mitk::IOUtil::SaveBaseData(testDirections, mitk::IOUtil::GetTempPath()+"testDirections.fib"); MITK_TEST_CONDITION_REQUIRED(mitk::Equal(gtAngularErrorImageIgnore, mitkAngularErrorImageIgnore, 0.01, true), "Check if error images are equal (ignored missing directions)."); MITK_TEST_CONDITION_REQUIRED(mitk::Equal(gtAngularErrorImage, mitkAngularErrorImage, 0.01, true), "Check if error images are equal."); MITK_TEST_CONDITION_REQUIRED(testDirections->Equals(gtTestDirections), "Check if vector fields are equal."); MITK_TEST_CONDITION_REQUIRED(mitk::Equal(gtNumTestDirImage, mitkNumDirImage, 0.1, true), "Check if num direction images are equal."); } catch (itk::ExceptionObject e) { MITK_INFO << e; return EXIT_FAILURE; } catch (std::exception e) { MITK_INFO << e.what(); return EXIT_FAILURE; } catch (...) { MITK_INFO << "ERROR!?!"; return EXIT_FAILURE; } MITK_TEST_END(); } diff --git a/Modules/DiffusionImaging/MiniApps/FiberProcessing.cpp b/Modules/DiffusionImaging/MiniApps/FiberProcessing.cpp index a0534029f5..0b2ea4d085 100644 --- a/Modules/DiffusionImaging/MiniApps/FiberProcessing.cpp +++ b/Modules/DiffusionImaging/MiniApps/FiberProcessing.cpp @@ -1,218 +1,210 @@ /*=================================================================== The Medical Imaging Interaction Toolkit (MITK) Copyright (c) German Cancer Research Center, Division of Medical and Biological Informatics. All rights reserved. This software is distributed WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See LICENSE.txt or http://www.mitk.org for details. ===================================================================*/ #include "MiniAppManager.h" #include #include #include #include #include #include #include #include #include #include #include #include "ctkCommandLineParser.h" #include #include #include mitk::FiberBundleX::Pointer LoadFib(std::string filename) { const std::string s1="", s2=""; std::vector fibInfile = mitk::BaseDataIO::LoadBaseDataFromFile( filename, s1, s2, false ); if( fibInfile.empty() ) MITK_INFO << "File " << filename << " could not be read!"; mitk::BaseData::Pointer baseData = fibInfile.at(0); return dynamic_cast(baseData.GetPointer()); } int FiberProcessing(int argc, char* argv[]) { MITK_INFO << "FiberProcessing"; ctkCommandLineParser parser; parser.setTitle("Fiber Processing"); parser.setCategory("Fiber Tracking and Processing Methods"); parser.setDescription(""); parser.setContributor("MBI"); parser.setArgumentPrefix("--", "-"); parser.addArgument("input", "i", ctkCommandLineParser::InputFile, "Input:", "input fiber bundle (.fib)", us::Any(), false); parser.addArgument("outFile", "o", ctkCommandLineParser::OutputFile, "Output:", "output fiber bundle (.fib)", us::Any(), false); - parser.addArgument("resample", "r", ctkCommandLineParser::Float, "Linear resampling:", "Linearly resample fiber with the given point distance (in mm)"); parser.addArgument("smooth", "s", ctkCommandLineParser::Float, "Spline resampling:", "Resample fiber using splines with the given point distance (in mm)"); parser.addArgument("compress", "c", ctkCommandLineParser::Float, "Compress:", "Compress fiber using the given error threshold (in mm)"); parser.addArgument("minLength", "l", ctkCommandLineParser::Float, "Minimum length:", "Minimum fiber length (in mm)"); parser.addArgument("maxLength", "m", ctkCommandLineParser::Float, "Maximum length:", "Maximum fiber length (in mm)"); parser.addArgument("minCurv", "a", ctkCommandLineParser::Float, "Minimum curvature radius:", "Minimum curvature radius (in mm)"); parser.addArgument("mirror", "p", ctkCommandLineParser::Int, "Invert coordinates:", "Invert fiber coordinates XYZ (e.g. 010 to invert y-coordinate of each fiber point)"); parser.addArgument("rotate-x", "rx", ctkCommandLineParser::Float, "Rotate x-axis:", "Rotate around x-axis (if copy is given the copy is rotated, in deg)"); parser.addArgument("rotate-y", "ry", ctkCommandLineParser::Float, "Rotate y-axis:", "Rotate around y-axis (if copy is given the copy is rotated, in deg)"); parser.addArgument("rotate-z", "rz", ctkCommandLineParser::Float, "Rotate z-axis:", "Rotate around z-axis (if copy is given the copy is rotated, in deg)"); parser.addArgument("scale-x", "sx", ctkCommandLineParser::Float, "Scale x-axis:", "Scale in direction of x-axis (if copy is given the copy is scaled)"); parser.addArgument("scale-y", "sy", ctkCommandLineParser::Float, "Scale y-axis:", "Scale in direction of y-axis (if copy is given the copy is scaled)"); parser.addArgument("scale-z", "sz", ctkCommandLineParser::Float, "Scale z-axis", "Scale in direction of z-axis (if copy is given the copy is scaled)"); parser.addArgument("translate-x", "tx", ctkCommandLineParser::Float, "Translate x-axis:", "Translate in direction of x-axis (if copy is given the copy is translated, in mm)"); parser.addArgument("translate-y", "ty", ctkCommandLineParser::Float, "Translate y-axis:", "Translate in direction of y-axis (if copy is given the copy is translated, in mm)"); parser.addArgument("translate-z", "tz", ctkCommandLineParser::Float, "Translate z-axis:", "Translate in direction of z-axis (if copy is given the copy is translated, in mm)"); map parsedArgs = parser.parseArguments(argc, argv); if (parsedArgs.size()==0) return EXIT_FAILURE; - float pointDist = -1; - if (parsedArgs.count("resample")) - pointDist = us::any_cast(parsedArgs["resample"]); - float smoothDist = -1; if (parsedArgs.count("smooth")) smoothDist = us::any_cast(parsedArgs["smooth"]); float compress = -1; if (parsedArgs.count("compress")) compress = us::any_cast(parsedArgs["compress"]); float minFiberLength = -1; if (parsedArgs.count("minLength")) minFiberLength = us::any_cast(parsedArgs["minLength"]); float maxFiberLength = -1; if (parsedArgs.count("maxLength")) maxFiberLength = us::any_cast(parsedArgs["maxLength"]); float curvThres = -1; if (parsedArgs.count("minCurv")) curvThres = us::any_cast(parsedArgs["minCurv"]); int axis = 0; if (parsedArgs.count("mirror")) axis = us::any_cast(parsedArgs["mirror"]); float rotateX = 0; if (parsedArgs.count("rotate-x")) rotateX = us::any_cast(parsedArgs["rotate-x"]); float rotateY = 0; if (parsedArgs.count("rotate-y")) rotateY = us::any_cast(parsedArgs["rotate-y"]); float rotateZ = 0; if (parsedArgs.count("rotate-z")) rotateZ = us::any_cast(parsedArgs["rotate-z"]); float scaleX = 0; if (parsedArgs.count("scale-x")) scaleX = us::any_cast(parsedArgs["scale-x"]); float scaleY = 0; if (parsedArgs.count("scale-y")) scaleY = us::any_cast(parsedArgs["scale-y"]); float scaleZ = 0; if (parsedArgs.count("scale-z")) scaleZ = us::any_cast(parsedArgs["scale-z"]); float translateX = 0; if (parsedArgs.count("translate-x")) translateX = us::any_cast(parsedArgs["translate-x"]); float translateY = 0; if (parsedArgs.count("translate-y")) translateY = us::any_cast(parsedArgs["translate-y"]); float translateZ = 0; if (parsedArgs.count("translate-z")) translateZ = us::any_cast(parsedArgs["translate-z"]); string inFileName = us::any_cast(parsedArgs["input"]); string outFileName = us::any_cast(parsedArgs["outFile"]); try { mitk::FiberBundleX::Pointer fib = LoadFib(inFileName); if (minFiberLength>0) fib->RemoveShortFibers(minFiberLength); if (maxFiberLength>0) fib->RemoveLongFibers(maxFiberLength); if (curvThres>0) fib->ApplyCurvatureThreshold(curvThres, false); - if (pointDist>0) - fib->ResampleLinear(pointDist); - if (smoothDist>0) fib->ResampleSpline(smoothDist); if (compress>0) fib->Compress(compress); if (axis/100==1) fib->MirrorFibers(0); if ((axis%100)/10==1) fib->MirrorFibers(1); if (axis%10==1) fib->MirrorFibers(2); if (rotateX > 0 || rotateY > 0 || rotateZ > 0){ MITK_INFO << "Rotate " << rotateX << " " << rotateY << " " << rotateZ; fib->RotateAroundAxis(rotateX, rotateY, rotateZ); } if (translateX > 0 || translateY > 0 || translateZ > 0){ fib->TranslateFibers(translateX, translateY, translateZ); } if (scaleX > 0 || scaleY > 0 || scaleZ > 0) fib->ScaleFibers(scaleX, scaleY, scaleZ); mitk::IOUtil::SaveBaseData(fib.GetPointer(), outFileName ); } catch (itk::ExceptionObject e) { MITK_INFO << e; return EXIT_FAILURE; } catch (std::exception e) { MITK_INFO << e.what(); return EXIT_FAILURE; } catch (...) { MITK_INFO << "ERROR!?!"; return EXIT_FAILURE; } return EXIT_SUCCESS; } RegisterDiffusionMiniApp(FiberProcessing);