diff --git a/Applications/CMakeLists.txt b/Applications/CMakeLists.txt
index 9f56b20aa0b03b2247294114e9daaabc6697341f..fe39ec6746d2caea617516e3b3cd7de12eed7dd9 100644
--- a/Applications/CMakeLists.txt
+++ b/Applications/CMakeLists.txt
@@ -4,6 +4,7 @@ include(OTBWrapperMacros)
 # usefull for batch testing
 set(OTB_APPLICATIONS_NAME_LIST "" CACHE STRING "List of all applications name" FORCE)
 
+add_subdirectory(ChangeDetection)
 add_subdirectory(Classification)
 add_subdirectory(FeatureExtraction)
 add_subdirectory(Hyperspectral)
diff --git a/Applications/ChangeDetection/CMakeLists.txt b/Applications/ChangeDetection/CMakeLists.txt
new file mode 100644
index 0000000000000000000000000000000000000000..294e63605e9f2fd6ee95105552fd7c8d5413e012
--- /dev/null
+++ b/Applications/ChangeDetection/CMakeLists.txt
@@ -0,0 +1,4 @@
+
+OTB_CREATE_APPLICATION(NAME MultivariateAlterationDetector
+                       SOURCES otbMultivariateAlterationDetector.cxx
+                       LINK_LIBRARIES OTBIO;OTBCommon;OTBBasicFilters)
diff --git a/Applications/ChangeDetection/otbMultivariateAlterationDetector.cxx b/Applications/ChangeDetection/otbMultivariateAlterationDetector.cxx
new file mode 100644
index 0000000000000000000000000000000000000000..5ae423ee0b1a1e61407a16c5585ccbb30800ab06
--- /dev/null
+++ b/Applications/ChangeDetection/otbMultivariateAlterationDetector.cxx
@@ -0,0 +1,87 @@
+/*=========================================================================
+
+  Program:   ORFEO Toolbox
+  Language:  C++
+  Date:      $Date$
+  Version:   $Revision$
+
+
+  Copyright (c) Centre National d'Etudes Spatiales. All rights reserved.
+  See OTBCopyright.txt for details.
+
+
+     This software is distributed WITHOUT ANY WARRANTY; without even
+     the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
+     PURPOSE.  See the above copyright notices for more information.
+
+=========================================================================*/
+#include "otbWrapperApplication.h"
+#include "otbWrapperApplicationFactory.h"
+
+#include "otbMultivariateAlterationDetectorImageFilter.h"
+
+namespace otb
+{
+namespace Wrapper
+{
+
+class MultivariateAlterationDetector: public Application
+{
+public:
+  /** Standard class typedefs. */
+  typedef MultivariateAlterationDetector          Self;
+  typedef Application                   Superclass;
+  typedef itk::SmartPointer<Self>       Pointer;
+  typedef itk::SmartPointer<const Self> ConstPointer;
+
+  /** Standard macro */
+  itkNewMacro(Self);
+
+  itkTypeMacro(MultivariateAlterationDetector, otb::Wrapper::Application);
+
+private:
+  MultivariateAlterationDetector()
+  {
+    SetName("MultivariateAlterationDetector");
+    SetDescription("Multivariate Alteration Detector");
+  }
+
+  virtual ~MultivariateAlterationDetector()
+  {
+  }
+
+  void DoCreateParameters()
+  {
+    AddParameter(ParameterType_InputImage,  "in1", "Input Image 1");
+    AddParameter(ParameterType_InputImage,  "in2", "Input Image 2");
+    AddParameter(ParameterType_OutputImage, "out", "Change Map");
+  }
+
+  void DoUpdateParameters()
+  {
+  }
+
+  void DoExecute()
+  {
+    typedef otb::MultivariateAlterationDetectorImageFilter<
+        FloatVectorImageType,
+        FloatVectorImageType> ChangeFilterType;
+
+    ChangeFilterType::Pointer changeFilter = ChangeFilterType::New();
+
+    changeFilter->SetInput1(GetParameterImage("in1"));
+    changeFilter->SetInput2(GetParameterImage("in2"));
+
+    m_Ref = changeFilter;
+
+    SetParameterOutputImage("out", changeFilter->GetOutput());
+  }
+
+  itk::LightObject::Pointer m_Ref;
+
+};
+
+}
+}
+
+OTB_APPLICATION_EXPORT(otb::Wrapper::MultivariateAlterationDetector)