diff --git a/Modules/ImageStatisticsUI/Qmitk/QmitkHistogramVisualizationControls.ui b/Modules/ImageStatisticsUI/Qmitk/QmitkHistogramVisualizationControls.ui
index ac4a41972c..43aeb08f85 100644
--- a/Modules/ImageStatisticsUI/Qmitk/QmitkHistogramVisualizationControls.ui
+++ b/Modules/ImageStatisticsUI/Qmitk/QmitkHistogramVisualizationControls.ui
@@ -1,405 +1,350 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <ui version="4.0">
  <class>QmitkHistogramVisualizationControls</class>
  <widget class="QWidget" name="QmitkHistogramVisualizationControls">
   <property name="geometry">
    <rect>
     <x>0</x>
     <y>0</y>
     <width>540</width>
     <height>460</height>
    </rect>
   </property>
   <property name="minimumSize">
    <size>
     <width>540</width>
     <height>460</height>
    </size>
   </property>
   <property name="windowTitle">
    <string>Form</string>
   </property>
   <widget class="QGroupBox" name="groupBoxHistogram">
    <property name="enabled">
     <bool>false</bool>
    </property>
    <property name="geometry">
     <rect>
      <x>0</x>
      <y>0</y>
      <width>530</width>
      <height>450</height>
     </rect>
    </property>
    <property name="minimumSize">
     <size>
      <width>400</width>
      <height>450</height>
     </size>
    </property>
    <property name="title">
     <string/>
    </property>
    <property name="checkable">
     <bool>false</bool>
    </property>
    <layout class="QVBoxLayout" name="verticalLayout_4">
     <item>
      <widget class="QLabel" name="labelHistogramIsInvisibleWarning">
       <property name="enabled">
        <bool>false</bool>
       </property>
       <property name="palette">
        <palette>
         <active>
          <colorrole role="WindowText">
           <brush brushstyle="SolidPattern">
            <color alpha="255">
             <red>255</red>
             <green>0</green>
             <blue>0</blue>
            </color>
           </brush>
          </colorrole>
          <colorrole role="Text">
           <brush brushstyle="SolidPattern">
            <color alpha="255">
             <red>255</red>
             <green>0</green>
             <blue>0</blue>
            </color>
           </brush>
          </colorrole>
          <colorrole role="ButtonText">
           <brush brushstyle="SolidPattern">
            <color alpha="255">
             <red>255</red>
             <green>0</green>
             <blue>0</blue>
            </color>
           </brush>
          </colorrole>
         </active>
         <inactive>
          <colorrole role="WindowText">
           <brush brushstyle="SolidPattern">
            <color alpha="255">
             <red>255</red>
             <green>0</green>
             <blue>0</blue>
            </color>
           </brush>
          </colorrole>
          <colorrole role="Text">
           <brush brushstyle="SolidPattern">
            <color alpha="255">
             <red>255</red>
             <green>0</green>
             <blue>0</blue>
            </color>
           </brush>
          </colorrole>
          <colorrole role="ButtonText">
           <brush brushstyle="SolidPattern">
            <color alpha="255">
             <red>255</red>
             <green>0</green>
             <blue>0</blue>
            </color>
           </brush>
          </colorrole>
         </inactive>
         <disabled>
          <colorrole role="WindowText">
           <brush brushstyle="SolidPattern">
            <color alpha="255">
             <red>120</red>
             <green>120</green>
             <blue>120</blue>
            </color>
           </brush>
          </colorrole>
          <colorrole role="Text">
           <brush brushstyle="SolidPattern">
            <color alpha="255">
             <red>120</red>
             <green>120</green>
             <blue>120</blue>
            </color>
           </brush>
          </colorrole>
          <colorrole role="ButtonText">
           <brush brushstyle="SolidPattern">
            <color alpha="255">
             <red>120</red>
             <green>120</green>
             <blue>120</blue>
            </color>
           </brush>
          </colorrole>
         </disabled>
        </palette>
       </property>
       <property name="text">
        <string/>
       </property>
      </widget>
     </item>
     <item>
      <widget class="QGroupBox" name="groupBoxPlot">
       <property name="enabled">
        <bool>false</bool>
       </property>
       <property name="sizePolicy">
        <sizepolicy hsizetype="Preferred" vsizetype="Preferred">
         <horstretch>0</horstretch>
         <verstretch>0</verstretch>
        </sizepolicy>
       </property>
       <property name="minimumSize">
        <size>
         <width>0</width>
         <height>0</height>
        </size>
       </property>
       <property name="maximumSize">
        <size>
         <width>16777215</width>
         <height>16777215</height>
        </size>
       </property>
       <property name="title">
        <string>Plot</string>
       </property>
       <layout class="QVBoxLayout" name="verticalLayout_5">
-       <item>
-        <layout class="QHBoxLayout" name="horizontalLayout">
-         <item>
-          <widget class="QRadioButton" name="radioButtonBarchart">
-           <property name="sizePolicy">
-            <sizepolicy hsizetype="Preferred" vsizetype="Preferred">
-             <horstretch>0</horstretch>
-             <verstretch>0</verstretch>
-            </sizepolicy>
-           </property>
-           <property name="styleSheet">
-            <string notr="true"/>
-           </property>
-           <property name="text">
-            <string>Barchart</string>
-           </property>
-           <property name="checked">
-            <bool>true</bool>
-           </property>
-          </widget>
-         </item>
-         <item>
-          <widget class="QRadioButton" name="radioButtonLinegraph">
-           <property name="sizePolicy">
-            <sizepolicy hsizetype="Minimum" vsizetype="Minimum">
-             <horstretch>0</horstretch>
-             <verstretch>0</verstretch>
-            </sizepolicy>
-           </property>
-           <property name="minimumSize">
-            <size>
-             <width>0</width>
-             <height>0</height>
-            </size>
-           </property>
-           <property name="text">
-            <string>Linegraph</string>
-           </property>
-          </widget>
-         </item>
-         <item>
-          <spacer name="horizontalSpacer">
-           <property name="orientation">
-            <enum>Qt::Horizontal</enum>
-           </property>
-           <property name="sizeHint" stdset="0">
-            <size>
-             <width>40</width>
-             <height>20</height>
-            </size>
-           </property>
-          </spacer>
-         </item>
-        </layout>
-       </item>
        <item>
         <widget class="QCheckBox" name="checkBoxShowSubchart">
          <property name="text">
           <string>Show Subchart</string>
          </property>
          <property name="checked">
           <bool>true</bool>
          </property>
         </widget>
        </item>
        <item>
         <widget class="QCheckBox" name="checkBoxUseDefaultNBins">
          <property name="text">
           <string>Use default #bins</string>
          </property>
          <property name="checked">
           <bool>true</bool>
          </property>
         </widget>
        </item>
        <item>
         <widget class="QFrame" name="FrameBinSize">
          <property name="frameShape">
           <enum>QFrame::NoFrame</enum>
          </property>
          <property name="frameShadow">
           <enum>QFrame::Raised</enum>
          </property>
          <layout class="QGridLayout" name="gridLayout_2">
           <property name="leftMargin">
            <number>0</number>
           </property>
           <property name="topMargin">
            <number>0</number>
           </property>
           <property name="rightMargin">
            <number>0</number>
           </property>
           <property name="bottomMargin">
            <number>0</number>
           </property>
           <property name="spacing">
            <number>0</number>
           </property>
           <item row="1" column="0">
            <widget class="QLabel" name="labelNBins">
             <property name="minimumSize">
              <size>
               <width>60</width>
               <height>0</height>
              </size>
             </property>
             <property name="maximumSize">
              <size>
               <width>100</width>
               <height>16777215</height>
              </size>
             </property>
             <property name="text">
              <string># bins:</string>
             </property>
            </widget>
           </item>
           <item row="1" column="1">
            <widget class="QSpinBox" name="spinBoxNBins">
             <property name="enabled">
              <bool>false</bool>
             </property>
             <property name="toolTip">
              <string>Press enter to recalculate statistics with new bin size.</string>
             </property>
             <property name="minimum">
              <number>1</number>
             </property>
             <property name="maximum">
              <number>10000</number>
             </property>
             <property name="value">
              <number>100</number>
             </property>
            </widget>
           </item>
          </layout>
         </widget>
        </item>
       </layout>
      </widget>
     </item>
     <item>
      <widget class="QStackedWidget" name="stackWidgetChart">
       <property name="minimumSize">
        <size>
         <width>0</width>
         <height>0</height>
        </size>
       </property>
       <property name="currentIndex">
        <number>0</number>
       </property>
       <widget class="QmitkChartWidget" name="chartWidget">
        <property name="sizePolicy">
         <sizepolicy hsizetype="Preferred" vsizetype="Fixed">
          <horstretch>0</horstretch>
          <verstretch>0</verstretch>
         </sizepolicy>
        </property>
       </widget>
      </widget>
     </item>
     <item>
      <widget class="QLabel" name="labelInfo">
       <property name="text">
        <string/>
       </property>
      </widget>
     </item>
     <item>
      <widget class="QWidget" name="widgetClipboard" native="true">
       <layout class="QHBoxLayout" name="horizontalLayout_3">
        <property name="spacing">
         <number>0</number>
        </property>
        <property name="leftMargin">
         <number>0</number>
        </property>
        <property name="topMargin">
         <number>0</number>
        </property>
        <property name="rightMargin">
         <number>0</number>
        </property>
        <property name="bottomMargin">
         <number>0</number>
        </property>
        <item>
         <widget class="QPushButton" name="buttonCopyHistogramToClipboard">
          <property name="sizePolicy">
           <sizepolicy hsizetype="Minimum" vsizetype="Fixed">
            <horstretch>0</horstretch>
            <verstretch>0</verstretch>
           </sizepolicy>
          </property>
          <property name="text">
           <string>Copy to Clipboard</string>
          </property>
         </widget>
        </item>
        <item>
         <spacer name="horizontalSpacer_2">
          <property name="orientation">
           <enum>Qt::Horizontal</enum>
          </property>
          <property name="sizeHint" stdset="0">
           <size>
            <width>40</width>
            <height>20</height>
           </size>
          </property>
         </spacer>
        </item>
       </layout>
      </widget>
     </item>
    </layout>
   </widget>
  </widget>
  <customwidgets>
   <customwidget>
    <class>QmitkChartWidget</class>
    <extends>QWidget</extends>
    <header location="global">QmitkChartWidget.h</header>
   </customwidget>
  </customwidgets>
  <resources/>
  <connections/>
 </ui>
diff --git a/Modules/ImageStatisticsUI/Qmitk/QmitkHistogramVisualizationWidget.cpp b/Modules/ImageStatisticsUI/Qmitk/QmitkHistogramVisualizationWidget.cpp
index 022d5e848c..b744d26976 100644
--- a/Modules/ImageStatisticsUI/Qmitk/QmitkHistogramVisualizationWidget.cpp
+++ b/Modules/ImageStatisticsUI/Qmitk/QmitkHistogramVisualizationWidget.cpp
@@ -1,69 +1,125 @@
 /*===================================================================
 
 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 "QmitkHistogramVisualizationWidget.h"
 
+#include <qclipboard>
+
 HistogramVisualizationWidget::HistogramVisualizationWidget(QWidget* parent) : QWidget(parent)
 {
-	if (m_Controls == nullptr)
-	{
-		m_Controls = new Ui::QmitkHistogramVisualizationControls;
-	}
-	setupUi(this);
+	m_Controls.setupUi(this);
 	CreateConnections();
 }
 
-void HistogramVisualizationWidget::CreateConnections()
+void HistogramVisualizationWidget::setHistogram(itk::Statistics::Histogram<double>::ConstPointer histogram, std::string dataLabel)
 {
-	connect(buttonCopyHistogramToClipboard, &QPushButton::clicked, this, &HistogramVisualizationWidget::OnClipboardButtonClicked);
-	connect(radioButtonBarchart, &QRadioButton::clicked, this, &HistogramVisualizationWidget::OnBarRadioButtonSelected);
-	connect(radioButtonLinegraph, &QRadioButton::clicked, this, &HistogramVisualizationWidget::OnLineRadioButtonSelected);
-	connect(checkBoxUseDefaultNBins, &QCheckBox::clicked, this, &HistogramVisualizationWidget::OnDefaultNBinsCheckBoxChanged);
-	connect(spinBoxNBins, &QSpinBox::editingFinished, this, &HistogramVisualizationWidget::OnNBinsSpinBoxValueChanged);
-	connect(checkBoxShowSubchart, &QCheckBox::clicked, this, &HistogramVisualizationWidget::OnShowSubchartCheckBoxChanged);
+	if (histogram == nullptr)
+		return;
+
+	m_Histogram = histogram;
+	m_Controls.chartWidget->AddData2D(ConvertHistogramToMap(m_Histogram), dataLabel);
+	m_Controls.chartWidget->SetChartType(dataLabel, QmitkChartWidget::ChartType::bar);
+	m_Controls.chartWidget->SetXAxisLabel("Gray value");
+	m_Controls.chartWidget->SetYAxisLabel("Frequency");
+
+	m_Controls.chartWidget->Show(m_Controls.checkBoxShowSubchart->isChecked());
+	SetGUIElementsEnabled(true);
 }
 
-void HistogramVisualizationWidget::EnableAllComponents()
+void HistogramVisualizationWidget::Reset()
 {
-	this->setEnabled(true);
-	groupBoxHistogram->setEnabled(true);
-	groupBoxPlot->setEnabled(true);
-	buttonCopyHistogramToClipboard->setEnabled(true);
+	m_Controls.chartWidget->Clear();
+	SetGUIElementsEnabled(false);
 }
 
-void HistogramVisualizationWidget::OnClipboardButtonClicked()
+void HistogramVisualizationWidget::CreateConnections()
 {
+	connect(m_Controls.buttonCopyHistogramToClipboard, &QPushButton::clicked, this, &HistogramVisualizationWidget::OnClipboardButtonClicked);
+	connect(m_Controls.checkBoxUseDefaultNBins, &QCheckBox::clicked, this, &HistogramVisualizationWidget::OnDefaultNBinsCheckBoxChanged);
+	connect(m_Controls.spinBoxNBins, &QSpinBox::editingFinished, this, &HistogramVisualizationWidget::OnNBinsSpinBoxValueChanged);
+	connect(m_Controls.checkBoxShowSubchart, &QCheckBox::clicked, this, &HistogramVisualizationWidget::OnShowSubchartCheckBoxChanged);
 }
 
-void HistogramVisualizationWidget::OnDefaultNBinsCheckBoxChanged()
+void HistogramVisualizationWidget::SetGUIElementsEnabled(bool enabled)
 {
+	this->setEnabled(enabled);
+	m_Controls.groupBoxHistogram->setEnabled(enabled);
+	m_Controls.groupBoxPlot->setEnabled(enabled);
+	m_Controls.checkBoxShowSubchart->setEnabled(enabled);
+	m_Controls.checkBoxUseDefaultNBins->setEnabled(enabled);
+	m_Controls.spinBoxNBins->setEnabled(!m_Controls.checkBoxUseDefaultNBins->isChecked());
+	m_Controls.buttonCopyHistogramToClipboard->setEnabled(enabled);
 }
 
-void HistogramVisualizationWidget::OnNBinsSpinBoxValueChanged()
+std::map<double, double> HistogramVisualizationWidget::ConvertHistogramToMap(itk::Statistics::Histogram<double>::ConstPointer histogram) const
 {
+	std::map<double, double> histogramMap;
+	if (histogram)
+	{
+		auto endIt = histogram->End();
+		auto it = histogram->Begin();
+
+		// generating Lists of measurement and frequencies
+		for (; it != endIt; ++it)
+		{
+			double frequency = it.GetFrequency();
+			double measurement = it.GetMeasurementVector()[0];
+			histogramMap.emplace(measurement, frequency);
+		}
+
+	}
+	return histogramMap;
 }
 
-void HistogramVisualizationWidget::OnShowSubchartCheckBoxChanged()
+void HistogramVisualizationWidget::OnClipboardButtonClicked()
 {
+	if (m_Histogram)
+	{
+		QApplication::clipboard()->clear();
+		QString clipboard("Measurement \t Frequency\n");
+		for (auto it = m_Histogram->Begin(); it != m_Histogram->End(); ++it)
+		{
+			clipboard = clipboard.append("%L1 \t %L2\n")
+				.arg(it.GetMeasurementVector()[0], 0, 'f', 2)
+				.arg(it.GetFrequency());
+		}
+
+		QApplication::clipboard()->setText(clipboard, QClipboard::Clipboard);
+	}
 }
 
-void HistogramVisualizationWidget::OnBarRadioButtonSelected()
+void HistogramVisualizationWidget::OnDefaultNBinsCheckBoxChanged()
 {
+	if (m_Controls.checkBoxUseDefaultNBins->isChecked())
+	{
+		m_Controls.spinBoxNBins->setEnabled(false);
+		m_Controls.spinBoxNBins->setValue(100);
+	}
+	else
+	{
+		m_Controls.spinBoxNBins->setEnabled(true);
+	}
 }
 
-void HistogramVisualizationWidget::OnLineRadioButtonSelected()
+void HistogramVisualizationWidget::OnNBinsSpinBoxValueChanged()
 {
+	emit RequestHistogramUpdate(m_Controls.spinBoxNBins->value());
 }
+
+void HistogramVisualizationWidget::OnShowSubchartCheckBoxChanged()
+{
+	m_Controls.chartWidget->Show(m_Controls.checkBoxShowSubchart->isChecked());
+}
\ No newline at end of file
diff --git a/Modules/ImageStatisticsUI/Qmitk/QmitkHistogramVisualizationWidget.h b/Modules/ImageStatisticsUI/Qmitk/QmitkHistogramVisualizationWidget.h
index b92d5e4eab..ada433f974 100644
--- a/Modules/ImageStatisticsUI/Qmitk/QmitkHistogramVisualizationWidget.h
+++ b/Modules/ImageStatisticsUI/Qmitk/QmitkHistogramVisualizationWidget.h
@@ -1,61 +1,65 @@
 /*===================================================================
 
 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.
 
 ===================================================================*/
 #pragma once
 
 //Qt
 #include <QWidget>
 
 #include <MitkImageStatisticsUIExports.h>
 #include <ui_QmitkHistogramVisualizationControls.h>
 
-class MITKIMAGESTATISTICSUI_EXPORT HistogramVisualizationWidget : public QWidget, private Ui::QmitkHistogramVisualizationControls
+#include <itkHistogram.h>
+
+class MITKIMAGESTATISTICSUI_EXPORT HistogramVisualizationWidget : public QWidget
 {
 	Q_OBJECT
 
 public:
 	HistogramVisualizationWidget(QWidget* parent = nullptr);
-
-	//void setHistogram(itk::Histogram<double>::ConstPointer h);
+	/** \brief Draws the histogram and enables the GUI elements */
+	void setHistogram(itk::Statistics::Histogram<double>::ConstPointer histogram, std::string dataLabel);
+	/** \brief Clears the histogram and disables all GUI elements */
+	void Reset();
 
 signals:
 	/**
 	* \brief Signal to be emitted when the number of bins is changed by the user. The HistogramCalculator should connect to this signal and recalculate the data accordingly.
 	*/
 	void RequestHistogramUpdate(unsigned int nBins);
 
 private:
 
 	void CreateConnections();
 
-	void EnableAllComponents();
+	void SetGUIElementsEnabled(bool enabled);
+
+	std::map<double, double> ConvertHistogramToMap(itk::Statistics::Histogram<double>::ConstPointer histogram) const;
 
 //slots
 	/** \brief  Saves the histogram to the clipboard */
 	void OnClipboardButtonClicked();
 	/** \brief Toogle GUI elements if histogram default bin size checkbox value changed. */
 	void OnDefaultNBinsCheckBoxChanged();
 
 	void OnNBinsSpinBoxValueChanged();
 
 	void OnShowSubchartCheckBoxChanged();
 
-	void OnBarRadioButtonSelected();
-
-	void OnLineRadioButtonSelected();
-
 private:
-	Ui::QmitkHistogramVisualizationControls* m_Controls;
+	Ui::QmitkHistogramVisualizationControls m_Controls;
+
+	itk::Statistics::Histogram<double>::ConstPointer m_Histogram;
 };
\ No newline at end of file