diff --git a/kraken/pageseg.py b/kraken/pageseg.py
index c29742620..12fe28d02 100644
--- a/kraken/pageseg.py
+++ b/kraken/pageseg.py
@@ -25,8 +25,7 @@
 
 import numpy as np
 import PIL
-from scipy.ndimage.filters import (gaussian_filter, maximum_filter,
-                                   uniform_filter)
+from scipy.ndimage import gaussian_filter, maximum_filter, uniform_filter
 
 from kraken.containers import BBoxLine, Segmentation
 from kraken.lib import morph, sl