diff --git a/scikits/image/setup.py b/scikits/image/setup.py
index 2a55b2b9..1e68ccec 100644
--- a/scikits/image/setup.py
+++ b/scikits/image/setup.py
@@ -14,6 +14,8 @@ def configuration(parent_package='', top_path=None):
     config.add_subpackage('data')
     config.add_subpackage('util')
     config.add_subpackage('color')
+    config.add_subpackage('draw')
+    config.add_subpackage('feature')
 
     def add_test_directories(arg, dirname, fnames):
         if dirname.split(os.path.sep)[-1] == 'tests':