diff --git a/Examples/OBIA/ImageToLabelToImage.cxx b/Examples/OBIA/ImageToLabelToImage.cxx
index bc04b9c3399fc5f46deb80416f09479e9cb5aba2..be4d21091487e31e2bfafb6b0274dcb96fec2524 100755
--- a/Examples/OBIA/ImageToLabelToImage.cxx
+++ b/Examples/OBIA/ImageToLabelToImage.cxx
@@ -124,7 +124,7 @@ int main(int argc, char * argv[])
 
   //  Software Guide : BeginLatex
   //
-  //  The output can be passed to a writer.The invocation 
+  //  The output can be passed to a writer. The invocation 
   //  of the \code{Update()} method on the writer triggers the
   //  execution of the pipeline.
   //
@@ -158,6 +158,20 @@ int main(int argc, char * argv[])
   prettyWriter->SetInput( rescaler->GetOutput() );
   prettyWriter->Update();
 
+  // Software Guide : BeginLatex
+  //
+  // Figure~\ref{fig:ImageToLabel} shows effect of transforming an
+  // image into a label object map and back to an image
+  //
+  // \begin{figure}
+  // \center
+  // \includegraphics[width=0.44\textwidth]{OBIAI2L2IInputPretty.eps}
+  // \includegraphics[width=0.44\textwidth]{OBIAI2L2IOutputPretty.eps}
+  // \itkcaption[Image to Label Object Map]{transforming an
+  // image (left) into a label object map and back to an image (right).}
+  // \label{fig:ImageToLabel}
+  // \end{figure}
+  //  Software Guide : EndLatex
+
   return 0;
 }
-
diff --git a/Examples/OBIA/ShapeAttributeComputation.cxx b/Examples/OBIA/ShapeAttributeComputation.cxx
index b8d94a8ab14fa5d371d0ed6392e67518f69fab3d..a5e524642e1e55538511a2599cf48586bfd91457 100755
--- a/Examples/OBIA/ShapeAttributeComputation.cxx
+++ b/Examples/OBIA/ShapeAttributeComputation.cxx
@@ -24,8 +24,9 @@
 //  Software Guide : BeginLatex
 //
 //  This basic example shows how compute shape attributes at the object level.
-//  The input image is firstly translate in a set of regions (of \doxygen{itk}{ShapeLabelObject})
-//  and some attributes values of each object are then save to an ASCII file. 
+//  The input image is firstly translated in a set of regions (of 
+// \doxygen{itk}{ShapeLabelObject}), some attributes values of each
+//  object are computed and then save to an ASCII file. 
 //
 //  Software Guide : EndLatex
 
@@ -57,13 +58,14 @@ int main(int argc, char * argv[])
   // Software Guide : EndLatex
 
   // Software Guide : BeginCodeSnippet
-  const int dim                           = 2;
-  typedef unsigned long                   PixelType;
-  typedef itk::Image< PixelType, dim >    ImageType;
+  const int dim = 2;
+  typedef unsigned long                           PixelType;
+  typedef itk::Image< PixelType, dim >            ImageType;
   typedef unsigned long                           LabelType;
   typedef itk::ShapeLabelObject< LabelType, dim > LabelObjectType;
   typedef itk::LabelMap< LabelObjectType >        LabelMapType;
-  typedef itk::LabelImageToLabelMapFilter< ImageType, LabelMapType > ConverterType;
+  typedef itk::LabelImageToLabelMapFilter
+                      < ImageType, LabelMapType > ConverterType;
   
   // Software Guide : EndCodeSnippet
   
@@ -152,5 +154,4 @@ int main(int argc, char * argv[])
   // Software Guide : EndCodeSnippet
 
   return EXIT_SUCCESS;
-}       
-
+}