diff --git a/cmake/Modules/FindCImg.cmake b/cmake/Modules/FindCImg.cmake
index 09e7fe8..0ab720a 100644
--- a/cmake/Modules/FindCImg.cmake
+++ b/cmake/Modules/FindCImg.cmake
@@ -63,13 +63,14 @@ else()
         set(PNG_LIBRARY ${libpng_STATIC_LIBRARIES})
         set(JPEG_LIBRARIES ${libjpeg_STATIC_LIBRARIES})
     else()
-        set(PNG_LIBRARY ${libpng_LINK_LIBRARIES})
-        set(JPEG_LIBRARIES ${libjpeg_LINK_LIBRARIES})
+        set(PNG_LIBRARY ${libpng_LIBRARIES})
+        set(JPEG_LIBRARIES ${libjpeg_LIBRARIES})
     endif()
 
     set(CImg_INCLUDE_DIR ${CIMG_H_DIR} CACHE STRING "")
     set(CImg_INCLUDE_DIRS ${CImg_INCLUDE_DIR})
     set(CImg_LIBRARIES "${PNG_LIBRARY};${JPEG_LIBRARIES}")
+    set(CImg_LIBRARY_DIRS "${libpng_LIBRARY_DIRS};${libjpeg_LIBRARY_DIRS}")
     set(CImg_DEFINITIONS "cimg_display=0;cimg_use_png=1;cimg_use_jpeg=1")
 
     file(READ "${CIMG_H_DIR}/CImg.h" header)
@@ -82,6 +83,7 @@ else()
         add_library(CImg INTERFACE)
         set_property(TARGET CImg PROPERTY INTERFACE_INCLUDE_DIRECTORIES "${CIMG_H_DIR};${PNG_INCLUDE_DIR};${JPEG_INCLUDE_DIR}")
         set_property(TARGET CImg PROPERTY INTERFACE_LINK_LIBRARIES "${CImg_LIBRARIES}")
+        set_property(TARGET CImg PROPERTY INTERFACE_LINK_DIRECTORIES "${CImg_LIBRARY_DIRS}")
         set_property(TARGET CImg PROPERTY INTERFACE_COMPILE_DEFINITIONS "${CImg_DEFINITIONS}")
     endif()
 endif()
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index f70a622..d01478e 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -53,7 +53,7 @@ endif()
 
 
 add_executable(plugin_test plugin_test_main.cpp)
-target_link_libraries(plugin_test linuxdeploy_plugin)
+target_link_libraries(plugin_test linuxdeploy_plugin CImg)
 set_target_properties(plugin_test PROPERTIES RUNTIME_OUTPUT_DIRECTORY "${PROJECT_BINARY_DIR}/bin")
 
 add_executable(appdir_test appdir_test_main.cpp ../include/linuxdeploy/util/assert.h)