diff --git a/skimage/future/graph/rag.py b/skimage/future/graph/rag.py
index 4be37b05..e27b0b83 100644
--- a/skimage/future/graph/rag.py
+++ b/skimage/future/graph/rag.py
@@ -213,7 +213,7 @@ def rag_mean_color(image, labels, connectivity=2, mode='distance',
         Pixels with a squared distance less than `connectivity` from each other
         are considered adjacent. It can range from 1 to `labels.ndim`. Its
         behavior is the same as `connectivity` parameter in
-        `scipy.ndimage.filters.generate_binary_structure`.
+        `scipy.ndimage.generate_binary_structure`.
     mode : {'distance', 'similarity'}, optional
         The strategy to assign edge weights.