diff --git a/cmake-2.8.11-rc1-IM_pkgconfig_hints.patch b/cmake-2.8.11-rc1-IM_pkgconfig_hints.patch
new file mode 100644
index 0000000..9d1f947
--- /dev/null
+++ b/cmake-2.8.11-rc1-IM_pkgconfig_hints.patch
@@ -0,0 +1,51 @@
+diff -up cmake-2.8.11-rc1/Modules/FindImageMagick.cmake.IM_pkgconfig_hints cmake-2.8.11-rc1/Modules/FindImageMagick.cmake
+--- cmake-2.8.11-rc1/Modules/FindImageMagick.cmake.IM_pkgconfig_hints	2013-03-16 20:17:26.927416851 -0500
++++ cmake-2.8.11-rc1/Modules/FindImageMagick.cmake	2013-03-16 20:22:10.797867982 -0500
+@@ -77,11 +77,16 @@ find_package(PkgConfig)
+ function(FIND_IMAGEMAGICK_API component header)
+   set(ImageMagick_${component}_FOUND FALSE PARENT_SCOPE)
+ 
++  pkg_check_modules(PC_${component} QUIET ${component})
++
+   find_path(ImageMagick_${component}_INCLUDE_DIR
+     NAMES ${header}
+     PATHS
+       ${ImageMagick_INCLUDE_DIRS}
+       "[HKEY_LOCAL_MACHINE\\SOFTWARE\\ImageMagick\\Current;BinPath]/include"
++    HINTS
++      ${PC_${component}_INCLUDEDIR}
++      ${PC_${component}_INCLUDE_DIRS}
+     PATH_SUFFIXES
+       ImageMagick
+     DOC "Path to the ImageMagick include dir."
+@@ -90,6 +95,9 @@ function(FIND_IMAGEMAGICK_API component
+     NAMES ${ARGN}
+     PATHS
+       "[HKEY_LOCAL_MACHINE\\SOFTWARE\\ImageMagick\\Current;BinPath]/lib"
++    HINTS
++      ${PC_${component}_LIBDIR}
++      ${PC_${component}_LIB_DIRS}
+     DOC "Path to the ImageMagick Magick++ library."
+     )
+ 
+@@ -149,17 +157,17 @@ foreach(component ${ImageMagick_FIND_COM
+     )
+   if(component STREQUAL "Magick++")
+     FIND_IMAGEMAGICK_API(Magick++ Magick++.h
+-      Magick++ CORE_RL_Magick++_ Magick++-Q16 Magick++-Q8
++      Magick++ CORE_RL_Magick++_ Magick++-6.Q16 Magick++-Q16 Magick++-6.Q8 Magick++-Q8
+       )
+     list(APPEND ImageMagick_REQUIRED_VARS ImageMagick_Magick++_LIBRARY)
+   elseif(component STREQUAL "MagickWand")
+     FIND_IMAGEMAGICK_API(MagickWand wand/MagickWand.h
+-      Wand MagickWand CORE_RL_wand_ MagickWand-Q16 MagickWand-Q8
++      Wand MagickWand CORE_RL_wand_ MagickWand-6.Q16 MagickWand-Q16 MagickWand-6.Q8 MagickWand-Q8
+       )
+     list(APPEND ImageMagick_REQUIRED_VARS ImageMagick_MagickWand_LIBRARY)
+   elseif(component STREQUAL "MagickCore")
+     FIND_IMAGEMAGICK_API(MagickCore magick/MagickCore.h
+-      Magick MagickCore CORE_RL_magick_ MagickCore-Q16 MagickCore-Q8
++      Magick MagickCore CORE_RL_magick_ MagickCore-6.Q16 MagickCore-Q16 MagickCore-6.Q8 MagickCore-Q8
+       )
+     list(APPEND ImageMagick_REQUIRED_VARS ImageMagick_MagickCore_LIBRARY)
+   else()
diff --git a/cmake.spec b/cmake.spec
index 7d7d5cf..1353c39 100644
--- a/cmake.spec
+++ b/cmake.spec
@@ -13,7 +13,7 @@
 
 Name:           cmake
 Version:        2.8.11
-Release:        0.2.rc1%{?dist}
+Release:        0.3.rc1%{?dist}
 Summary:        Cross-platform make system
 
 Group:          Development/Tools
@@ -38,6 +38,9 @@ Patch2:         cmake-findruby.patch
 # https://bugzilla.redhat.com/show_bug.cgi?id=828467
 # http://public.kitware.com/Bug/view.php?id=13378
 Patch3:         cmake-FindPostgreSQL.patch
+# Patch FindImageMagick.cmake for newer ImageMagick versions
+# http://public.kitware.com/Bug/view.php?id=14012
+Patch4:         cmake-2.8.11-rc1-IM_pkgconfig_hints.patch
 BuildRoot:      %{_tmppath}/%{name}-%{version}-%{release}-root-%(%{__id_u} -n)
 
 BuildRequires:  gcc-gfortran
@@ -90,6 +93,7 @@ The %{name}-gui package contains the Qt based GUI for CMake.
 %patch1 -p1 -b .ninja
 %patch2 -p1 -b .findruby
 %patch3 -p1 -b .findpostgresql
+%patch4 -p1 -b .IM_pkgconfig_hints
 
 
 %build
@@ -186,6 +190,9 @@ update-mime-database %{_datadir}/mime &> /dev/null || :
 
 
 %changelog
+* Sat Mar 16 2013 Rex Dieter <rdieter@fedoraproject.org> 2.8.11-0.3.rc1
+- Patch FindImageMagick.cmake for newer ImageMagick versions
+
 * Sat Mar 16 2013 Rex Dieter <rdieter@fedoraproject.org> 2.8.11-0.2.rc1
 - use %%{_rpmconfigdir}/macros.d on f19+