diff --git a/Modules/Filtering/ImageCompose/wrapping/itkComposeImageFilter.wrap b/Modules/Filtering/ImageCompose/wrapping/itkComposeImageFilter.wrap
index 63f39ef5b27..b9b997e7767 100644
--- a/Modules/Filtering/ImageCompose/wrapping/itkComposeImageFilter.wrap
+++ b/Modules/Filtering/ImageCompose/wrapping/itkComposeImageFilter.wrap
@@ -46,4 +46,12 @@ itk_wrap_class("itk::ComposeImageFilter" POINTER)
     itk_wrap_image_filter_types(US RGBUS)
   endif()
 
+  if(ITK_WRAP_complex_float AND ITK_WRAP_float)
+    itk_wrap_image_filter_types(F CF)
+  endif()
+
+  if(ITK_WRAP_complex_double AND ITK_WRAP_double)
+    itk_wrap_image_filter_types(D CD)
+  endif()
+
 itk_end_wrap_class()