diff --git a/CMakeLists.txt b/CMakeLists.txt
index 28fc943..cd38b62 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -24,6 +24,7 @@ find_package(OpenGL REQUIRED)
 find_package(GLUT REQUIRED)
 find_package(png++ REQUIRED)
 find_package(Boost REQUIRED COMPONENTS filesystem program_options)
+find_package(OpenCV REQUIRED COMPONENTS core imgproc imgcodecs)
 
 target_link_libraries(fmri PUBLIC
 	Caffe::Caffe
@@ -31,6 +32,9 @@ target_link_libraries(fmri PUBLIC
 	OpenGL::GLU
 	png++::png++
 	Boost::program_options
+	opencv_core
+	opencv_imgproc
+	opencv_imgcodecs
 	)
 
 target_include_directories(fmri PUBLIC
diff --git a/cmake/modules/FindCaffe.cmake b/cmake/modules/FindCaffe.cmake
index 734d774..614b9b2 100644
--- a/cmake/modules/FindCaffe.cmake
+++ b/cmake/modules/FindCaffe.cmake
@@ -23,7 +23,6 @@ find_library(Caffe_LIBRARY
   PATHS ${Caffe_DIR}
   DOC "The Caffe library")
 
-find_package(OpenCV REQUIRED)
 find_package(Glog REQUIRED)
 find_package(Boost 1.55 REQUIRED COMPONENTS system)
 
@@ -48,9 +47,9 @@ if (CAFFE_FOUND)
     add_library(Caffe::Caffe UNKNOWN IMPORTED)
     set_target_properties(Caffe::Caffe PROPERTIES
         INTERFACE_COMPILE_DEFINITIONS "${Caffe_DEFINITIONS}"
-        INTERFACE_INCLUDE_DIRECTORIES "${Caffe_INCLUDE_DIR};${OpenCV_INCLUDE_DIRS}"
+        INTERFACE_INCLUDE_DIRECTORIES "${Caffe_INCLUDE_DIR}"
         IMPORTED_LOCATION "${Caffe_LIBRARY}"
-        INTERFACE_LINK_LIBRARIES "Glog::Glog;Boost::system;${OpenCV_LIBRARIES};${Caffe_ADDITIONAL_LIBS}"
+        INTERFACE_LINK_LIBRARIES "Glog::Glog;Boost::system;${Caffe_ADDITIONAL_LIBS}"
         )
 
     set(Caffe_LIBRARIES ${Caffe_LIBRARY})