diff --git a/Modules/Video/BridgeOpenCV/CMakeLists.txt b/Modules/Video/BridgeOpenCV/CMakeLists.txt
index 09ae9b4d0b4..9c7fb5cce06 100644
--- a/Modules/Video/BridgeOpenCV/CMakeLists.txt
+++ b/Modules/Video/BridgeOpenCV/CMakeLists.txt
@@ -19,11 +19,15 @@ set(ITKVideoBridgeOpenCV_LIBRARIES ITKVideoBridgeOpenCV)
 
 # When this module is loaded by an app, load OpenCV too.
 set(ITKVideoBridgeOpenCV_EXPORT_CODE_INSTALL "
+set(OpenCV_CUDA ${OpenCV_CUDA}) # Windows specific option
+set(OpenCV_STATIC ${OpenCV_STATIC}) # Windows specific option
 set(OpenCV_DIR \"${OpenCV_DIR}\")
 find_package(OpenCV REQUIRED)
 ")
 set(ITKVideoBridgeOpenCV_EXPORT_CODE_BUILD "
 if(NOT ITK_BINARY_DIR)
+  set(OpenCV_CUDA ${OpenCV_CUDA}) # Windows specific option
+  set(OpenCV_STATIC ${OpenCV_STATIC}) # Windows specific option
   set(OpenCV_DIR \"${OpenCV_DIR}\")
   find_package(OpenCV REQUIRED)
 endif()