diff --git a/libjpeg-turbo-r1237.patch b/libjpeg-turbo-r1237.patch
new file mode 100644
index 0000000..de3480e
--- /dev/null
+++ b/libjpeg-turbo-r1237.patch
@@ -0,0 +1,14 @@
+--- libjpeg-turbo-1.3.1/CMakeLists.txt.orig	2014-05-29 17:00:31.775255437 +0200
++++ libjpeg-turbo-1.3.1/CMakeLists.txt	2014-05-29 17:01:07.174824178 +0200
+@@ -3,7 +3,10 @@
+ #
+ 
+ cmake_minimum_required(VERSION 2.8.8)
+-cmake_policy(SET CMP0022 OLD)
++# Use LINK_INTERFACE_LIBRARIES instead of INTERFACE_LINK_LIBRARIES
++if(POLICY CMP0022)
++  cmake_policy(SET CMP0022 OLD)
++endif()
+ 
+ project(libjpeg-turbo C)
+ set(VERSION 1.3.1)
diff --git a/mingw-libjpeg-turbo.spec b/mingw-libjpeg-turbo.spec
index 7ef04ba..24d622e 100644
--- a/mingw-libjpeg-turbo.spec
+++ b/mingw-libjpeg-turbo.spec
@@ -6,7 +6,7 @@
 
 Name:           mingw-libjpeg-turbo
 Version:        1.3.1
-Release:        1%{?dist}
+Release:        2%{?dist}
 Summary:        MinGW Windows Libjpeg-turbo library
 
 License:        wxWidgets
@@ -18,6 +18,9 @@ Source0:        http://downloads.sourceforge.net/libjpeg-turbo/libjpeg-turbo-%{v
 # https://bugzilla.redhat.com/show_bug.cgi?id=843193
 Patch0:         libjpeg-turbo-match-autoconf-behavior.patch
 
+# Fix compatibility with older CMake versions (as used on RHEL7)
+Patch1:         libjpeg-turbo-r1237.patch
+
 BuildArch:      noarch
 
 BuildRequires:  mingw32-filesystem >= 95
@@ -80,6 +83,7 @@ Static version of the MinGW Windows cross compiled Libjpeg-turbo library.
 %prep
 %setup -q -n libjpeg-turbo-%{version}
 %patch0 -p1
+%patch1 -p1
 
 
 %build
@@ -150,6 +154,9 @@ chmod -x README-turbo.txt
 
 
 %changelog
+* Thu May 29 2014 Erik van Pienbroek <epienbro@fedoraproject.org> - 1.3.1-2
+- Fix compatibility with older CMake versions (as used on RHEL7)
+
 * Thu May 29 2014 Erik van Pienbroek <epienbro@fedoraproject.org> - 1.3.1-1
 - Update to 1.3.1
 - Fixes CVE-2013-6629 and CVE-2013-6630 (RHBZ #1031740)