From 6a5f7ff97044c82202c056377ae5279074e69554 Mon Sep 17 00:00:00 2001
From: Jordi Inglada <jordi.inglada@orfeo-toolbox.org>
Date: Fri, 9 Jun 2006 13:24:27 +0000
Subject: [PATCH] Exemple chage detection ratio

---
 Examples/ChangeDetection/DiffChDet.cxx  |  43 ++++---
 Examples/ChangeDetection/RatioChDet.cxx | 148 ++++++++++++++++++++++--
 Examples/Data/GomaApres.png             | Bin 0 -> 57826 bytes
 Examples/Data/GomaAvant.png             | Bin 0 -> 57420 bytes
 4 files changed, 166 insertions(+), 25 deletions(-)
 create mode 100755 Examples/Data/GomaApres.png
 create mode 100755 Examples/Data/GomaAvant.png

diff --git a/Examples/ChangeDetection/DiffChDet.cxx b/Examples/ChangeDetection/DiffChDet.cxx
index 63837604de..ef526ea8d7 100755
--- a/Examples/ChangeDetection/DiffChDet.cxx
+++ b/Examples/ChangeDetection/DiffChDet.cxx
@@ -21,8 +21,8 @@
 
 //  Software Guide : BeginCommandLineArgs
 //    INPUTS: {SpotBefore.png}, {SpotAfter.png}
-//    OUTPUTS: {DiffChDet.png}
-//    5
+//    OUTPUTS: {DiffChDet.tif}
+//    3
 //  Software Guide : EndCommandLineArgs
 
 
@@ -56,7 +56,8 @@
 #include "otbImageFileReader.h"
 #include "otbStreamingImageFileWriter.h"
 #include "itkImage.h"
-#include "itkShiftScaleImageFilter.h"
+#include "itkAbsImageFilter.h"
+#include "itkRescaleIntensityImageFilter.h"
 
 #include "otbCommandProgressUpdate.h"
 
@@ -97,10 +98,7 @@ int main(int argc, char* argv[] )
   //  can be vey large, we will force the pipeline to use
   //  streaming. For this purpose, the file writer will be
   //  streamed. This is achieved by using the
-  //  \doxygen{otb::StreamingImageFileWriter} class. Also, before
-  //  saving the image to a file in, for instance, PNG format, we will
-  //  rescale the results of the change detection in order to use all
-  //  the output pixel type range of values.
+  //  \doxygen{otb::StreamingImageFileWriter} class.
   // 
   //  Software Guide : EndLatex 
 
@@ -108,7 +106,24 @@ int main(int argc, char* argv[] )
   typedef otb::ImageFileReader< InputImageType1 >  ReaderType1;
   typedef otb::ImageFileReader< InputImageType2 >  ReaderType2;
   typedef otb::StreamingImageFileWriter< OutputImageType >  WriterType;
-  typedef itk::ShiftScaleImageFilter< ChangeImageType,
+  //  Software Guide : EndCodeSnippet
+  
+  //  Software Guide : BeginLatex
+  //
+  //  The change detector will give positive and negative values
+  //  depending on the sign of the difference. We are usually
+  //  interested only in the asbolute value of the difference. For
+  //  this purpose, we will use the \doxygen{itk::AbsImageFilter}. Also, before
+  //  saving the image to a file in, for instance, PNG format, we will
+  //  rescale the results of the change detection in order to use all
+  //  the output pixel type range of values.
+  // 
+  //  Software Guide : EndLatex 
+
+  //  Software Guide : BeginCodeSnippet
+  typedef itk::AbsImageFilter< ChangeImageType,
+                                            ChangeImageType > AbsType; 
+  typedef itk::RescaleIntensityImageFilter< ChangeImageType,
                                             OutputImageType > RescalerType; 
 
   //  Software Guide : EndCodeSnippet
@@ -139,6 +154,7 @@ int main(int argc, char* argv[] )
   ReaderType2::Pointer reader2 = ReaderType2::New();
   WriterType::Pointer writer = WriterType::New();
   FilterType::Pointer   filter = FilterType::New();
+  AbsType::Pointer absFilter = AbsType::New();
   RescalerType::Pointer rescaler = RescalerType::New();
   //  Software Guide : EndCodeSnippet
 
@@ -156,12 +172,8 @@ int main(int argc, char* argv[] )
   reader1->SetFileName( inputFilename1  );
   reader2->SetFileName( inputFilename2  );
   writer->SetFileName( outputFilename );
-  rescaler->SetShift( itk::NumericTraits< InternalPixelType >::min());
-
-  float scale = itk::NumericTraits< OutputPixelType >::max()/
-    float(itk::NumericTraits< OutputPixelType >::max()+
-	  itk::NumericTraits< InternalPixelType >::min());
-  rescaler->SetScale( scale );
+  rescaler->SetOutputMinimum( itk::NumericTraits< OutputPixelType >::min());
+  rescaler->SetOutputMaximum( itk::NumericTraits< OutputPixelType >::max());
   //  Software Guide : EndCodeSnippet
   
   //  Software Guide : BeginLatex
@@ -184,7 +196,8 @@ int main(int argc, char* argv[] )
   //  Software Guide : BeginCodeSnippet
   filter->SetInput1( reader1->GetOutput() ); 
   filter->SetInput2( reader2->GetOutput() );
-  rescaler->SetInput( filter->GetOutput() );
+  absFilter->SetInput( filter->GetOutput() );
+  rescaler->SetInput( absFilter->GetOutput() );
   writer->SetInput( rescaler->GetOutput() );
   //  Software Guide : EndCodeSnippet
 
diff --git a/Examples/ChangeDetection/RatioChDet.cxx b/Examples/ChangeDetection/RatioChDet.cxx
index cda8d84d5d..2949bd3bf3 100644
--- a/Examples/ChangeDetection/RatioChDet.cxx
+++ b/Examples/ChangeDetection/RatioChDet.cxx
@@ -9,12 +9,50 @@
 
 
 =========================================================================*/
+//  Software Guide : BeginCommandLineArgs
+//    INPUTS: {GomaAvant.png}, {GomaApres.png}
+//    OUTPUTS: {RatioChDet.tif}
+//    3
+//  Software Guide : EndCommandLineArgs
+
+
+
+//  Software Guide : BeginLatex
+// This example illustrates the class
+// \doxygen{otb::MeanRatioImageFilter} for detecting changes
+// between pairs of images. This filter computes the mean intensity in
+// the neighborhood of each pixel of the pair of images to be compared
+// and uses the ratio of means as a change indicator. This change
+// indicator is then normalized between 0 and 1 by using the classical
+// \begin{equation}
+// r = 1 - min\{\frac{\mu_A}{\mu_B},\frac{\mu_B}{\mu_A} \},
+// \end{equation}
+// where $\mu_A$ and $\mu_B$ are the local means. This
+// example will use the images shown in
+// figure ~\ref{fig:RATCHDETINIM}. These correspond to 2 Radarsat fine
+// mode acquisitions before and after a lava flow resulting from a
+// volcanic eruption.
+// \begin{figure}
+// \center
+// \includegraphics[width=0.35\textwidth]{GomaAvant.eps}
+// \includegraphics[width=0.35\textwidth]{GomaApres.eps}
+// \itkcaption[Radarsat Images for Change Detection]{Images used for the
+// change detection. Left: Before the eruption. Right: after the eruption.} 
+// \label{fig:RATCHDETINIM}
+// \end{figure}
+//
+// We start by including the corresponding header file.
+//
+//  Software Guide : EndLatex 
+
+//  Software Guide : BeginCodeSnippet
+#include "otbMeanRatioImageFilter.h"
+//  Software Guide : EndCodeSnippet
 
 #include "otbImageFileReader.h"
 #include "otbStreamingImageFileWriter.h"
 #include "itkImage.h"
 #include "itkShiftScaleImageFilter.h"
-#include "otbMeanRatioImageFilter.h"
 #include "otbCommandProgressUpdate.h"
 
 int main(int argc, char* argv[] ) 
@@ -23,59 +61,136 @@ int main(int argc, char* argv[] )
   if( argc < 5 )
     {
     std::cerr << "Usage: " << std::endl;
-    std::cerr << argv[0] << " inputImageFile1 inputImageFile2  radius outputImageFile " << std::endl;
+    std::cerr << argv[0] << " inputImageFile1 inputImageFile2  outputImageFile radius" << std::endl;
     return -1;
     }
 
   // Define the dimension of the images
   const unsigned int Dimension = 2;
 
-  // Declare the types of the images
+  //  Software Guide : BeginLatex
+  // We start by declaring the types for the two input images, the
+  // change image and the image to be stored in a file for visualization.
+  // 
+  //  Software Guide : EndLatex 
+
+  //  Software Guide : BeginCodeSnippet
   typedef float InternalPixelType;
   typedef unsigned char OutputPixelType;
   typedef itk::Image<InternalPixelType, Dimension>  InputImageType1;
   typedef itk::Image<InternalPixelType, Dimension>  InputImageType2;
   typedef itk::Image<InternalPixelType, Dimension>  ChangeImageType;
   typedef itk::Image<OutputPixelType, Dimension>  OutputImageType;
-
+  //  Software Guide : EndCodeSnippet
+  
+  //  Software Guide : BeginLatex
+  //
+  //  We can now declare the types for the readers. Since the images
+  //  can be vey large, we will force the pipeline to use
+  //  streaming. For this purpose, the file writer will be
+  //  streamed. This is achieved by using the
+  //  \doxygen{otb::StreamingImageFileWriter} class.
+  // 
+  //  Software Guide : EndLatex 
+
+  //  Software Guide : BeginCodeSnippet
   typedef otb::ImageFileReader< InputImageType1 >  ReaderType1;
   typedef otb::ImageFileReader< InputImageType2 >  ReaderType2;
   typedef otb::StreamingImageFileWriter< OutputImageType >  WriterType;
+
+    //  Software Guide : EndCodeSnippet
+  
+  //  Software Guide : BeginLatex
+  //
+  //  The change detector will give a normalized result between 0 and
+  //  1. In order to store the result in PNG format we will
+  //  rescale the results of the change detection in order to use all
+  //  the output pixel type range of values.
+  // 
+  //  Software Guide : EndLatex 
+
+  //  Software Guide : BeginCodeSnippet
   typedef itk::ShiftScaleImageFilter< ChangeImageType,
                                             OutputImageType > RescalerType; 
 
 
   
-  // Declare the type for the filter
+    //  Software Guide : EndCodeSnippet
+  
+  //  Software Guide : BeginLatex
+  //
+  //  The \doxygen{otb::MeanRatioImageFilter} is templated over
+  //  the types of the two input images and the type of the generated change
+  //  image.
+  // 
+  //  Software Guide : EndLatex 
+
+  //  Software Guide : BeginCodeSnippet
   typedef otb::MeanRatioImageFilter<
                                 InputImageType1,
                                 InputImageType2,
                                 ChangeImageType  >       FilterType;
 
+    //  Software Guide : EndCodeSnippet
   
+  //  Software Guide : BeginLatex
+  //
+  //  The different elements of the pipeline can now be instantiated.
+  // 
+  //  Software Guide : EndLatex 
+
+  //  Software Guide : BeginCodeSnippet
   ReaderType1::Pointer reader1 = ReaderType1::New();
   ReaderType2::Pointer reader2 = ReaderType2::New();
   WriterType::Pointer writer = WriterType::New();
   FilterType::Pointer   filter = FilterType::New();
   RescalerType::Pointer rescaler = RescalerType::New();
-
+  //  Software Guide : EndCodeSnippet
+  
   const char * inputFilename1  = argv[1];
   const char * inputFilename2  = argv[2];
-  const char * outputFilename = argv[4];
-
+  const char * outputFilename = argv[3];
+  //  Software Guide : BeginLatex
+  //
+  //  We set the parametters of the different elements of the pipeline.
+  // 
+  //  Software Guide : EndLatex 
+
+  //  Software Guide : BeginCodeSnippet
   reader1->SetFileName( inputFilename1  );
   reader2->SetFileName( inputFilename2  );
   writer->SetFileName( outputFilename );
-
   float scale = itk::NumericTraits< OutputPixelType >::max();
   rescaler->SetScale( scale );
+  //  Software Guide : EndCodeSnippet
+  
+  //  Software Guide : BeginLatex
+  //
+  //  The only parametter for this change detector is the radius of
+  //  the window used for computing the mean of the intensities.
+  // 
+  //  Software Guide : EndLatex 
+
+  //  Software Guide : BeginCodeSnippet
+  filter->SetRadius( atoi(argv[4]) );
+  //  Software Guide : EndCodeSnippet
+  
+  //  Software Guide : BeginLatex
+  //
+  //  We build the pipeline by plugging all the elements together.
+  // 
+  //  Software Guide : EndLatex 
+
+  //  Software Guide : BeginCodeSnippet
+
 
   filter->SetInput1( reader1->GetOutput() ); 
   filter->SetInput2( reader2->GetOutput() );
-  filter->SetRadius( atoi(argv[3]) );
+
 
   rescaler->SetInput( filter->GetOutput() );
   writer->SetInput( rescaler->GetOutput() );
+  //  Software Guide : EndCodeSnippet
 
 
   typedef otb::CommandProgressUpdate<FilterType> CommandType;
@@ -96,6 +211,19 @@ int main(int argc, char* argv[] )
     return -1;
     } 
 
+//  Software Guide : BeginLatex
+// Figure \ref{fig:RESRATCHDET} shows the result of the change
+// detection by ratio of local means.
+// \begin{figure}
+// \center
+// \includegraphics[width=0.35\textwidth]{RatioChDet.eps}
+// \itkcaption[Ratio Change Detection Results]{Result of the
+// ratio of means change detector} 
+// \label{fig:RESRATCHDET}
+// \end{figure}
+//  Software Guide : EndLatex
+
+  
   
   return 0;
 
diff --git a/Examples/Data/GomaApres.png b/Examples/Data/GomaApres.png
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-- 
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