diff --git a/doc/conf.py b/doc/conf.py
index b1cb1083f22b10c50f2a614673a9f0a65ae61f6d..77d35b7b7e3f8d01217846fa9028002f3a9a18bb 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -243,10 +243,7 @@ intersphinx_mapping['http://scikit-image.org/docs/%s.x' % skimage_version] = \
     None
 
 # Add PIL link
-pil_version = pkg_resources.require('pillow')[0].version
-pil_version = '.'.join(pil_version.split('.')[:2])
-intersphinx_mapping['http://pillow.readthedocs.io/en/%s.x' % pil_version] = \
-    None
+intersphinx_mapping['http://pillow.readthedocs.io/en/stable'] = None
 
 # We want to remove all private (i.e. _. or __.__) members
 # that are not in the list of accepted functions