diff --git a/Data/Output/QB_Toulouse_Ortho_PAN_casted.png b/Data/Output/QB_Toulouse_Ortho_PAN_casted.png
new file mode 100644
index 0000000000000000000000000000000000000000..23aee06b351d171c95dd0bf521b046c8ebb3fd63
--- /dev/null
+++ b/Data/Output/QB_Toulouse_Ortho_PAN_casted.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca5363df6bf1a9fd48d17b033cd507ece65605bce33a8f3da8e3ba4af5f5e705
+size 182862
diff --git a/Data/Output/QB_Toulouse_Ortho_PAN_rescaled.png b/Data/Output/QB_Toulouse_Ortho_PAN_rescaled.png
new file mode 100644
index 0000000000000000000000000000000000000000..6a70131af5f2a3b3e2d3eef3b5fcf88c7fcacec6
--- /dev/null
+++ b/Data/Output/QB_Toulouse_Ortho_PAN_rescaled.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e333f7abd77db1ab2158975e767ed1ea94ff547747584be07f54a01eae0bb3fa
+size 108051
diff --git a/Examples/BasicFilters/ScalingFilterExample.cxx b/Examples/BasicFilters/ScalingFilterExample.cxx
index 174fa6699ca6a13dfd88f1d28c79e03ca960d1b5..feef4ec7231e8f0e1a456196a52b04e59daa7f1e 100644
--- a/Examples/BasicFilters/ScalingFilterExample.cxx
+++ b/Examples/BasicFilters/ScalingFilterExample.cxx
@@ -23,13 +23,6 @@
 ./ScalingFilterExample Input/QB_Toulouse_Ortho_PAN.tif Output/QB_Toulouse_Ortho_PAN_rescaled.png Output/QB_Toulouse_Ortho_PAN_casted.png
 */
 
-
-// On one hand, satellite images are commonly coded on more than 8 bits to provide
-// the dynamic range required from shadows to clouds. On the other hand, image formats
-// in use for printing and display are usually limited to 8 bits. We need to convert the value
-// to enable a proper display. This is usually done using linear scaling. Of course, you have
-// to be aware that some information is lost in the process.
-
 #include "otbImage.h"
 #include "otbImageFileReader.h"
 #include "otbImageFileWriter.h"
@@ -56,8 +49,7 @@ int main(int argc, char* argv[])
   ReaderType::Pointer                          reader = ReaderType::New();
   reader->SetFileName(argv[1]);
 
-  //  The \doxygen{itk}{RescaleIntensityImageFilter} is used to rescale the value:
-
+  // The RescaleIntensityImageFilter is used to rescale the value
   typedef itk::RescaleIntensityImageFilter<InputImageType, OutputImageType> RescalerType;
   RescalerType::Pointer                                                     rescaler = RescalerType::New();
   rescaler->SetInput(reader->GetOutput());
@@ -75,20 +67,4 @@ int main(int argc, char* argv[])
   writer->SetFileName(argv[3]);
   writer->SetInput(caster->GetOutput());
   writer->Update();
-
-  // Figure~\ref{fig:SCALING_FILTER} illustrates the difference between a proper scaling and
-  // a simple truncation of the value and demonstrates why it is
-  // important to keep this in mind.
-  // \begin{figure}
-  // \center
-  // \includegraphics[width=0.44\textwidth]{QB_Toulouse_Ortho_PAN_casted.eps}
-  // \includegraphics[width=0.44\textwidth]{QB_Toulouse_Ortho_PAN_rescaled.eps}
-  // \itkcaption[Scaling images]{On the left, the image obtained by truncated pixel values
-  // at the dynamic acceptable for a png file (between 0 and 255). On the right,
-  // the same image with
-  // a proper rescaling}
-  // \label{fig:SCALING_FILTER}
-  // \end{figure}
-
-  return EXIT_SUCCESS;
 }
diff --git a/Examples/BasicFilters/ScalingFilterExample.rst b/Examples/BasicFilters/ScalingFilterExample.rst
new file mode 100644
index 0000000000000000000000000000000000000000..a284ff97abf3eef2c906d4040e28990aa48acad1
--- /dev/null
+++ b/Examples/BasicFilters/ScalingFilterExample.rst
@@ -0,0 +1,17 @@
+On one hand, satellite images are commonly coded on more than 8 bits to provide
+the dynamic range required from shadows to clouds. On the other hand, image formats
+in use for printing and display are usually limited to 8 bits. We need to convert the value
+to enable a proper display. This is usually done using linear scaling. Of course, you have
+to be aware that some information is lost in the process.
+
+.. |image1| image:: /Output/QB_Toulouse_Ortho_PAN_casted.png
+
+.. |image2| image:: /Output/QB_Toulouse_Ortho_PAN_rescaled.png
+
+.. _Figure1:
+
++--------------------------+-------------------------+
+|        |image1|          |         |image2|        |
++--------------------------+-------------------------+
+
+    On the left, the image obtained by truncated pixel values at the dynamic acceptable for a png file (between 0 and 255). On the right, the same image with a proper rescaling.