diff --git a/oml/item/icons.py b/oml/item/icons.py
index 0e5e624..094aa37 100644
--- a/oml/item/icons.py
+++ b/oml/item/icons.py
@@ -3,7 +3,7 @@
 from __future__ import division, with_statement
 
 from StringIO import StringIO
-import Image
+from PIL import Image
 import sqlite3
 
 import tornado.concurrent
diff --git a/oml/item/models.py b/oml/item/models.py
index d3a2fcd..760f7d2 100644
--- a/oml/item/models.py
+++ b/oml/item/models.py
@@ -12,7 +12,7 @@ import re
 import shutil
 import unicodedata
 
-import Image
+from PIL import Image
 import ox
 import sqlalchemy as sa
 
diff --git a/oml/media/epub.py b/oml/media/epub.py
index 0254a21..a4f931f 100644
--- a/oml/media/epub.py
+++ b/oml/media/epub.py
@@ -8,7 +8,7 @@ import zipfile
 from StringIO import StringIO
 import re
 
-import Image
+from PIL import Image
 import stdnum.isbn
 
 from utils import normalize_isbn, find_isbns
diff --git a/oml/utils.py b/oml/utils.py
index cdd769b..6c8edc5 100644
--- a/oml/utils.py
+++ b/oml/utils.py
@@ -4,7 +4,7 @@ from __future__ import division
 
 import os
 import sys
-import Image
+from PIL import Image
 from StringIO import StringIO
 import re
 import stdnum.isbn