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diff --git a/examples/plotInteractiveImageROI.py b/examples/plotInteractiveImageROI.py
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+#!/usr/bin/env python
+# coding: utf-8
+# /*##########################################################################
+#
+# Copyright (c) 2018 European Synchrotron Radiation Facility
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in
+# all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+#
+# ###########################################################################*/
+"""
+This script illustrates image ROI selection in a :class:`~silx.gui.plot.PlotWidget`
+
+It uses :class:`~silx.gui.plot.tools.roi.RegionOfInterestManager` and
+:class:`~silx.gui.plot.tools.roi.RegionOfInterestTableWidget` to handle the
+interactive ROI selection and to display the list of ROIs.
+"""
+
+import sys
+import numpy
+
+from silx.gui import qt
+from silx.gui.plot import Plot2D
+from silx.gui.plot.tools.roi import RegionOfInterestManager
+from silx.gui.plot.tools.roi import RegionOfInterestTableWidget
+from silx.gui.plot.items.roi import RectangleROI
+
+
+def dummy_image():
+    """Create a dummy image"""
+    x = numpy.linspace(-1.5, 1.5, 1024)
+    xv, yv = numpy.meshgrid(x, x)
+    signal = numpy.exp(- (xv ** 2 / 0.15 ** 2
+                          + yv ** 2 / 0.25 ** 2))
+    # add noise
+    signal += 0.3 * numpy.random.random(size=signal.shape)
+    return signal
+
+
+app = qt.QApplication([])  # Start QApplication
+
+# Create the plot widget and add an image
+plot = Plot2D()
+plot.getDefaultColormap().setName('viridis')
+plot.addImage(dummy_image())
+
+# Create the object controlling the ROIs and set it up
+roiManager = RegionOfInterestManager(plot)
+roiManager.setColor('pink')  # Set the color of ROI
+
+
+# Set the name of each created region of interest
+def updateAddedRegionOfInterest(roi):
+    """Called for each added region of interest: set the name"""
+    if roi.getLabel() == '':
+        roi.setLabel('ROI %d' % len(roiManager.getRois()))
+
+
+roiManager.sigRoiAdded.connect(updateAddedRegionOfInterest)
+
+# Add a rectangular region of interest
+roi = RectangleROI()
+roi.setGeometry(origin=(50, 50), size=(200, 200))
+roi.setLabel('Initial ROI')
+roiManager.addRoi(roi)
+
+# Create the table widget displaying
+roiTable = RegionOfInterestTableWidget()
+roiTable.setRegionOfInterestManager(roiManager)
+
+# Create a toolbar containing buttons for all ROI 'drawing' modes
+roiToolbar = qt.QToolBar()  # The layout to store the buttons
+roiToolbar.setIconSize(qt.QSize(16, 16))
+
+for roiClass in roiManager.getSupportedRoiClasses():
+    # Create a tool button and associate it with the QAction of each mode
+    action = roiManager.getInteractionModeAction(roiClass)
+    roiToolbar.addAction(action)
+
+# Add the region of interest table and the buttons to a dock widget
+widget = qt.QWidget()
+layout = qt.QVBoxLayout()
+widget.setLayout(layout)
+layout.addWidget(roiToolbar)
+layout.addWidget(roiTable)
+
+dock = qt.QDockWidget('Image ROI')
+dock.setWidget(widget)
+plot.addTabbedDockWidget(dock)
+
+# Show the widget and start the application
+plot.show()
+result = app.exec_()
+app.deleteLater()
+sys.exit(result)