diff --git a/Modules/Feature/Descriptors/include/otbImageToSURFKeyPointSetFilter.h b/Modules/Feature/Descriptors/include/otbImageToSURFKeyPointSetFilter.h
index 73cc5bcd44dd59543dee08c8183cbd0e533dcc30..9531c7abac1aa2ec9dc48669c40ff1b87f8fcd38 100644
--- a/Modules/Feature/Descriptors/include/otbImageToSURFKeyPointSetFilter.h
+++ b/Modules/Feature/Descriptors/include/otbImageToSURFKeyPointSetFilter.h
@@ -145,7 +145,7 @@ protected:
 
   /** Check local extremum for 8 neighbors (current)
    *
-   *  \param currentScale
+   *  \param neigh Current scale neighborhood
    *
    *  \return true if the Central pixel is extremum
    */
@@ -153,8 +153,8 @@ protected:
 
   /** Check local extremum for 8 neighbors (Previous or Scale)
    *
-   *  \param neigh
-   *  \paramCenterValue
+   *  \param neigh Neighborhood at previous or next scale
+   *  \param CenterValue value at current scale center
    *
    *  \return true if the Central pixel is extremum
    */
@@ -169,7 +169,7 @@ protected:
    *  \param currentScale iterator
    *  \param previousScale iterator
    *  \param nextScale iterator
-   *  \param solution
+   *  \param solution refined keypoint location
    *
    *  \return true if key point is accepted, false otherwise
    */
@@ -180,8 +180,8 @@ protected:
 
   /** AssignOrientation
    *
-   * \param currentScale neighborhood
-   * \param scale affected to the keypoint
+   * \param neigh current scale neighborhood
+   * \param S scale affected to the keypoint
    *
    * \return  key point orientation
    */
@@ -190,9 +190,9 @@ protected:
 
   /** ComputeDescriptor
    *
-   * \param currentScale Neighboorhood
-   * \param orientation assigned to the key point
-   * \param scale
+   * \param neigh current scale neighboorhood
+   * \param O orientation assigned to the key point
+   * \param S scale
    *
    * \return hsitogram descriptor
    */
diff --git a/Modules/Learning/SOM/include/otbSOMbasedImageFilter.h b/Modules/Learning/SOM/include/otbSOMbasedImageFilter.h
index 0c9dba7c8ee8bd6d6ea3f2386857786c8f2bc5ea..47b1fb2bb5689192d242c8c5948827fc4ed7b7e0 100644
--- a/Modules/Learning/SOM/include/otbSOMbasedImageFilter.h
+++ b/Modules/Learning/SOM/include/otbSOMbasedImageFilter.h
@@ -85,7 +85,7 @@ private:
  * pixels and the winning neurons of a SOM.
  *
  * It performs the projection of the SOM onto the data. On the contrary to
- * \doxygen{otb}{SOMClassifier}, it does not yield labels but an image which
+ * otb::SOMClassifier, it does not yield labels but an image which
  * corresponds to the quantized version of the initial image when considering
  * SOMmap as a codebook of a vector quantization.
  *
diff --git a/Modules/OBIA/RCC8/include/otbImageToImageRCC8Calculator.txx b/Modules/OBIA/RCC8/include/otbImageToImageRCC8Calculator.txx
index f7a5c7006967a3514fc155cb20042ce4497de6af..f587f49196bee85174469455897ca61e86f0bfe0 100644
--- a/Modules/OBIA/RCC8/include/otbImageToImageRCC8Calculator.txx
+++ b/Modules/OBIA/RCC8/include/otbImageToImageRCC8Calculator.txx
@@ -353,7 +353,7 @@ ImageToImageRCC8Calculator<TInputImage>
  * process was successful.
  * \param edgeEdgeBool True if edge-edge intersection is not empty.
  * \param interExterBool True if interior-exterior intersection is not empty.
- * \param ExterInterBool True if exterior-interior intersection is not empty.
+ * \param exterInterBool True if exterior-interior intersection is not empty.
  * \return True if the decision process was successful.
  */
 template<class TInputImage>
@@ -396,7 +396,7 @@ ImageToImageRCC8Calculator<TInputImage>
 /**
  * Test if the boolean image is totally black or not. This is a based on the lazy operator
  * paradigm.
- * \param The image to test.
+ * \param image The image to test.
  * \return True or false.
  */
 template<class TInputImage>
diff --git a/Modules/Segmentation/MorphologicalProfiles/include/otbImageToProfileFilter.h b/Modules/Segmentation/MorphologicalProfiles/include/otbImageToProfileFilter.h
index fc75eb56daa378acf532a4bb7c02f4d7f88fed87..eef5ff4957216ce221ef5410ee711379e9739d61 100644
--- a/Modules/Segmentation/MorphologicalProfiles/include/otbImageToProfileFilter.h
+++ b/Modules/Segmentation/MorphologicalProfiles/include/otbImageToProfileFilter.h
@@ -83,7 +83,6 @@ public:
 protected:
   /**
    * Set the profile parameter
-   * \param param The parameter to set
    */
   virtual void SetProfileParameter(ParameterType /*param*/) {}
   /** Get the pointer to the filter */