diff --git a/Utilities/Release/create-cmake-release.cmake b/Utilities/Release/create-cmake-release.cmake
index 4b93e6e301..4cfa2ed93d 100644
--- a/Utilities/Release/create-cmake-release.cmake
+++ b/Utilities/Release/create-cmake-release.cmake
@@ -54,6 +54,7 @@ mkdir \${name}-build &&
 cd \${name}-build &&
 \"${CMAKE_COMMAND}\" ../\${name}-src/Utilities/Sphinx \\
   -DCMAKE_INSTALL_PREFIX=\"\$inst/\" \\
+  -DCMAKE_DOC_DIR=doc/cmake \\
   -DSPHINX_EXECUTABLE=\"${SPHINX_EXECUTABLE}\" \\
   -DSPHINX_HTML=ON -DSPHINX_MAN=ON &&
 make install &&
diff --git a/Utilities/Release/dash2win64_cygwin.cmake b/Utilities/Release/dash2win64_cygwin.cmake
index d15915a59b..c0cd761030 100644
--- a/Utilities/Release/dash2win64_cygwin.cmake
+++ b/Utilities/Release/dash2win64_cygwin.cmake
@@ -1,5 +1,6 @@
 set(CMAKE_RELEASE_DIRECTORY "c:/cygwin/home/dashboard/CMakeReleaseCygwin")
 set(PROCESSORS 9)
+set(BOOTSTRAP_ARGS "")
 set(MAKE_PROGRAM "make")
 set(MAKE "${MAKE_PROGRAM} -j8")
 set(HOST dash2win64)
diff --git a/Utilities/Release/dash2win64_release.cmake b/Utilities/Release/dash2win64_release.cmake
index 3ea895aca3..25acc17bfb 100644
--- a/Utilities/Release/dash2win64_release.cmake
+++ b/Utilities/Release/dash2win64_release.cmake
@@ -8,6 +8,7 @@ set(CPACK_SOURCE_GENERATORS "ZIP")
 set(MAKE_PROGRAM "make")
 set(MAKE "${MAKE_PROGRAM} -j8")
 set(INITIAL_CACHE "CMAKE_BUILD_TYPE:STRING=Release
+CMAKE_DOC_DIR:STRING=doc/cmake
 CMAKE_USE_OPENSSL:BOOL=OFF
 CMAKE_SKIP_BOOTSTRAP_TEST:STRING=TRUE
 CMAKE_Fortran_COMPILER:FILEPATH=FALSE
diff --git a/Utilities/Release/dashmacmini2_release.cmake b/Utilities/Release/dashmacmini2_release.cmake
index 01f5b8ba9f..cd4c5a1e3c 100644
--- a/Utilities/Release/dashmacmini2_release.cmake
+++ b/Utilities/Release/dashmacmini2_release.cmake
@@ -1,7 +1,7 @@
 set(PROCESSORS 2)
 set(CMAKE_RELEASE_DIRECTORY /Users/kitware/CMakeReleaseDirectory)
 set(USER_OVERRIDE "set(CMAKE_CXX_LINK_EXECUTABLE \\\"gcc  <FLAGS> <CMAKE_CXX_LINK_FLAGS> <LINK_FLAGS> <OBJECTS>  -o <TARGET> <LINK_LIBRARIES>  -shared-libgcc -lstdc++-static\\\")")
-set(INSTALL_PREFIX /)
+set(BOOTSTRAP_ARGS "--prefix=/ --docdir=doc/cmake")
 set(HOST dashmacmini2)
 set(MAKE_PROGRAM "make")
 set(MAKE "${MAKE_PROGRAM} -j2")
diff --git a/Utilities/Release/dashmacmini5_release.cmake b/Utilities/Release/dashmacmini5_release.cmake
index be1dfa946c..b147013a77 100644
--- a/Utilities/Release/dashmacmini5_release.cmake
+++ b/Utilities/Release/dashmacmini5_release.cmake
@@ -1,7 +1,7 @@
 set(PROCESSORS 4)
 set(CMAKE_RELEASE_DIRECTORY /Users/kitware/CMakeReleaseDirectory)
 # set(USER_OVERRIDE "set(CMAKE_CXX_LINK_EXECUTABLE \\\"gcc  <FLAGS> <CMAKE_CXX_LINK_FLAGS> <LINK_FLAGS> <OBJECTS>  -o <TARGET> <LINK_LIBRARIES>  -shared-libgcc -lstdc++-static\\\")")
-set(INSTALL_PREFIX /)
+set(BOOTSTRAP_ARGS "--prefix=/ --docdir=doc/cmake")
 set(HOST dashmacmini5)
 set(MAKE_PROGRAM "make")
 set(MAKE "${MAKE_PROGRAM} -j5")
diff --git a/Utilities/Release/linux64_release.cmake b/Utilities/Release/linux64_release.cmake
index 25da00a0b2..81442e72b9 100644
--- a/Utilities/Release/linux64_release.cmake
+++ b/Utilities/Release/linux64_release.cmake
@@ -1,4 +1,5 @@
 set(PROCESSORS 4)
+set(BOOTSTRAP_ARGS "--docdir=doc/cmake")
 set(HOST linux64)
 set(MAKE_PROGRAM "make")
 set(CC /opt/gcc-4.9.2/bin/gcc)
diff --git a/Utilities/Release/magrathea_release.cmake b/Utilities/Release/magrathea_release.cmake
index b031eb8785..0634ddadfc 100644
--- a/Utilities/Release/magrathea_release.cmake
+++ b/Utilities/Release/magrathea_release.cmake
@@ -1,4 +1,5 @@
 set(PROCESSORS 1)
+set(BOOTSTRAP_ARGS "--docdir=doc/cmake")
 set(HOST magrathea)
 set(MAKE_PROGRAM "make")
 set(CC gcc332s)
diff --git a/Utilities/Release/release_cmake.sh.in b/Utilities/Release/release_cmake.sh.in
index 76fdb3a7f5..06e720fe11 100755
--- a/Utilities/Release/release_cmake.sh.in
+++ b/Utilities/Release/release_cmake.sh.in
@@ -116,15 +116,9 @@ if [ ! -z "@CONFIGURE_WITH_CMAKE@" ]; then
     @CMAKE_CONFIGURE_PATH@ ../@CMAKE_CREATE_VERSION@
     check_exit_value $? "Configure cmake" || exit 1
 else
-    if [ -z "@INSTALL_PREFIX@" ]; then
-	echo  "Run cmake bootstrap --parallel=@PROCESSORS@"
-	../@CMAKE_CREATE_VERSION@/bootstrap --parallel=@PROCESSORS@
-	check_exit_value $? "Bootstrap cmake" || exit 1
-    else
-	echo  "Run cmake bootstrap --prefix=@INSTALL_PREFIX@ --parallel=@PROCESSORS@"
-	../@CMAKE_CREATE_VERSION@/bootstrap --prefix=@INSTALL_PREFIX@ --parallel=@PROCESSORS@
-	check_exit_value $? "Bootstrap cmake" || exit 1
-    fi
+    echo  "Run cmake bootstrap @BOOTSTRAP_ARGS@ --parallel=@PROCESSORS@"
+    ../@CMAKE_CREATE_VERSION@/bootstrap @BOOTSTRAP_ARGS@ --parallel=@PROCESSORS@
+    check_exit_value $? "Bootstrap cmake" || exit 1
 fi
 
 echo "Build cmake with @MAKE@"