diff --git a/Documentation/Cookbook/rst/recipes/improc.rst b/Documentation/Cookbook/rst/recipes/improc.rst
index ca935be146903a9b505fdccf2f32396d238c134d..776fa35ad94722c494e0f508d25ed2a48facf03d 100644
--- a/Documentation/Cookbook/rst/recipes/improc.rst
+++ b/Documentation/Cookbook/rst/recipes/improc.rst
@@ -145,9 +145,9 @@ the *MeanShiftSmoothing* application:
 
 ::
 
-    otbcli_MeanShiftSmoothing -in input_image 
+    otbcli_MeanShiftSmoothing -in input_image.tif
                               -fout filtered_range.tif 
-                              -foutpos filtered_spat.tif 
+                              -foutpos filtered_spatial.tif
                               -ranger 30 
                               -spatialr 5 
                               -maxiter 10 
@@ -173,7 +173,7 @@ so, the *LSMSSegmentation* will process them by tiles whose dimensions
 are defined by the *tilesizex* and *tilesizey* parameters, and by
 writing intermediate images to disk, thus keeping the memory consumption
 very low throughout the process. The segmentation will group together
-adjacent pixels whose range distance is below the *ranger* parameter and
+neighboring pixels whose range distance is below the *ranger* parameter and
 (optionally) spatial distance is below the *spatialr* parameter.
 
 ::
@@ -250,7 +250,7 @@ projection, so does the output GIS file).
 
 ::
 
-    otbcli_LSMSVectorization -in input_image 
+    otbcli_LSMSVectorization -in input_image.tif
                              -inseg segmentation_merged.tif 
                              -out segmentation_merged.shp 
                              -tilesizex 256 
diff --git a/Modules/Applications/AppSegmentation/app/otbLSMSVectorization.cxx b/Modules/Applications/AppSegmentation/app/otbLSMSVectorization.cxx
index a1e8e9b36f7ee71d6c37c973ce5f2c15752ed3f2..a7dae77d1d92c6413c1a573fee73a4df9adc18ff 100644
--- a/Modules/Applications/AppSegmentation/app/otbLSMSVectorization.cxx
+++ b/Modules/Applications/AppSegmentation/app/otbLSMSVectorization.cxx
@@ -100,7 +100,7 @@ private:
     AddRAMParameter();
 
     // Doc example parameter settings
-    SetDocExampleParameterValue("in","avions.tif");
+    SetDocExampleParameterValue("in","maur_rgb.png");
     SetDocExampleParameterValue("inseg","merged.tif");
     SetDocExampleParameterValue("out","vector.shp");
     SetDocExampleParameterValue("tilesizex","256");
diff --git a/Modules/Applications/AppSegmentation/app/otbMeanShiftSmoothing.cxx b/Modules/Applications/AppSegmentation/app/otbMeanShiftSmoothing.cxx
index b5ae63bdfb6d6372d23242a0286313a10d8e5578..6184904bfc67a914d198ee74be5013f51d485cd3 100644
--- a/Modules/Applications/AppSegmentation/app/otbMeanShiftSmoothing.cxx
+++ b/Modules/Applications/AppSegmentation/app/otbMeanShiftSmoothing.cxx
@@ -109,8 +109,8 @@ private:
 
     // Doc example parameter settings
     SetDocExampleParameterValue("in", "maur_rgb.png");
-    SetDocExampleParameterValue("fout", "MeanShift_FilterOutput.tif");
-    SetDocExampleParameterValue("foutpos", "MeanShift_SpatialOutput.tif");
+    SetDocExampleParameterValue("fout", "smooth.tif");
+    SetDocExampleParameterValue("foutpos", "position.tif");
     SetDocExampleParameterValue("spatialr", "16");
     SetDocExampleParameterValue("ranger", "16");
     SetDocExampleParameterValue("thres", "0.1");