diff --git a/app/otbPatchesSelection.cxx b/app/otbPatchesSelection.cxx
index f84fc9a639294a4cfc26b8856bb3f70c4ec3d635..c2e6937ca62e92a05ad1c5888152c3632da3b956 100644
--- a/app/otbPatchesSelection.cxx
+++ b/app/otbPatchesSelection.cxx
@@ -653,12 +653,6 @@ public:
 
       SampleChessboard();
     }
-    else if (GetParameterAsString("strategy") == "chessboardfast")
-    {
-      otbAppLogINFO("Sampling at regular interval in space (\"Chessboard\" like) without checking image content");
-
-      SampleChessboardFast();
-    }
     else if (GetParameterAsString("strategy") == "balanced")
     {
       otbAppLogINFO("Sampling with balancing strategy");