diff --git a/CMakeLists.txt b/CMakeLists.txt
index 5cfa601..f79807c 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -475,7 +475,8 @@ endif()
 if(OCIO_BUILD_APPS AND (OCIO_BUILD_STATIC OR OCIO_BUILD_SHARED) )
 
     # Try to find OpenImageIO (OIIO) and OpenGL stuff
-    OCIOFindOpenImageIO()
+    find_package(OpenImageIO CONFIG REQUIRED)
+    set(OIIO_LIBRARIES OpenImageIO::OpenImageIO OpenImageIO::OpenImageIO_Util)
     
     if(OIIO_FOUND)
         add_subdirectory(src/apps/ocioconvert)