diff --git a/src/PIL/EpsImagePlugin.py b/src/PIL/EpsImagePlugin.py
index 2fff26a79..e27a57671 100644
--- a/src/PIL/EpsImagePlugin.py
+++ b/src/PIL/EpsImagePlugin.py
@@ -141,8 +141,8 @@ def Ghostscript(tile, size, fp, scale=1):
             startupinfo = subprocess.STARTUPINFO()
             startupinfo.dwFlags |= subprocess.STARTF_USESHOWWINDOW
         subprocess.check_call(command, startupinfo=startupinfo)
-        im = Image.open(outfile)
-        im.load()
+        out_im = Image.open(outfile)
+        out_im.load()
     finally:
         try:
             os.unlink(outfile)
@@ -151,7 +151,9 @@ def Ghostscript(tile, size, fp, scale=1):
         except OSError:
             pass
 
-    return im.im.copy()
+    im = out_im.im.copy()
+    out_im.close()
+    return im
 
 
 class PSFile:
diff --git a/src/PIL/IcnsImagePlugin.py b/src/PIL/IcnsImagePlugin.py
index 6f26b90fa..c00392615 100644
--- a/src/PIL/IcnsImagePlugin.py
+++ b/src/PIL/IcnsImagePlugin.py
@@ -370,7 +370,7 @@ if __name__ == "__main__":
         for size in imf.info["sizes"]:
             imf.size = size
             imf.save("out-%s-%s-%s.png" % size)
-        im = Image.open(sys.argv[1])
-        im.save("out.png")
+        with Image.open(sys.argv[1]) as im:
+            im.save("out.png")
         if sys.platform == "windows":
             os.startfile("out.png")
diff --git a/src/PIL/ImageFont.py b/src/PIL/ImageFont.py
index 619800829..027e4c42e 100644
--- a/src/PIL/ImageFont.py
+++ b/src/PIL/ImageFont.py
@@ -71,7 +71,10 @@ class ImageFont:
     def _load_pilfont(self, filename):
 
         with open(filename, "rb") as fp:
+            image = None
             for ext in (".png", ".gif", ".pbm"):
+                if image:
+                    image.close()
                 try:
                     fullname = os.path.splitext(filename)[0] + ext
                     image = Image.open(fullname)
@@ -81,11 +84,14 @@ class ImageFont:
                     if image and image.mode in ("1", "L"):
                         break
             else:
+                if image:
+                    image.close()
                 raise OSError("cannot find glyph data file")
 
             self.file = fullname
 
-            return self._load_pilfont_data(fp, image)
+            self._load_pilfont_data(fp, image)
+            image.close()
 
     def _load_pilfont_data(self, file, image):
 
diff --git a/src/PIL/ImageGrab.py b/src/PIL/ImageGrab.py
index e587d942d..059a71fe7 100644
--- a/src/PIL/ImageGrab.py
+++ b/src/PIL/ImageGrab.py
@@ -35,7 +35,9 @@ def grab(bbox=None, include_layered_windows=False, all_screens=False):
         im.load()
         os.unlink(filepath)
         if bbox:
-            im = im.crop(bbox)
+            im_cropped = im.crop(bbox)
+            im.close()
+            return im_cropped
     else:
         offset, size, data = Image.core.grabscreen(include_layered_windows, all_screens)
         im = Image.frombytes(
diff --git a/src/PIL/ImageShow.py b/src/PIL/ImageShow.py
index f7e809279..fc5089423 100644
--- a/src/PIL/ImageShow.py
+++ b/src/PIL/ImageShow.py
@@ -203,4 +203,5 @@ if __name__ == "__main__":
         print("Syntax: python ImageShow.py imagefile [title]")
         sys.exit()
 
-    print(show(Image.open(sys.argv[1]), *sys.argv[2:]))
+    with Image.open(sys.argv[1]) as im:
+        print(show(im, *sys.argv[2:]))
diff --git a/src/PIL/IptcImagePlugin.py b/src/PIL/IptcImagePlugin.py
index 86a7ee8cb..b2f976dda 100644
--- a/src/PIL/IptcImagePlugin.py
+++ b/src/PIL/IptcImagePlugin.py
@@ -158,9 +158,9 @@ class IptcImageFile(ImageFile.ImageFile):
         o.close()
 
         try:
-            _im = Image.open(outfile)
-            _im.load()
-            self.im = _im.im
+            with Image.open(outfile) as _im:
+                _im.load()
+                self.im = _im.im
         finally:
             try:
                 os.unlink(outfile)
diff --git a/src/PIL/JpegImagePlugin.py b/src/PIL/JpegImagePlugin.py
index 9cba544de..ffbfde255 100644
--- a/src/PIL/JpegImagePlugin.py
+++ b/src/PIL/JpegImagePlugin.py
@@ -448,9 +448,9 @@ class JpegImageFile(ImageFile.ImageFile):
             raise ValueError("Invalid Filename")
 
         try:
-            _im = Image.open(path)
-            _im.load()
-            self.im = _im.im
+            with Image.open(path) as _im:
+                _im.load()
+                self.im = _im.im
         finally:
             try:
                 os.unlink(path)
diff --git a/src/PIL/SpiderImagePlugin.py b/src/PIL/SpiderImagePlugin.py
index dd0620c14..cbd31cf82 100644
--- a/src/PIL/SpiderImagePlugin.py
+++ b/src/PIL/SpiderImagePlugin.py
@@ -304,21 +304,21 @@ if __name__ == "__main__":
         print("input image must be in Spider format")
         sys.exit()
 
-    im = Image.open(filename)
-    print("image: " + str(im))
-    print("format: " + str(im.format))
-    print("size: " + str(im.size))
-    print("mode: " + str(im.mode))
-    print("max, min: ", end=" ")
-    print(im.getextrema())
+    with Image.open(filename) as im:
+        print("image: " + str(im))
+        print("format: " + str(im.format))
+        print("size: " + str(im.size))
+        print("mode: " + str(im.mode))
+        print("max, min: ", end=" ")
+        print(im.getextrema())
 
-    if len(sys.argv) > 2:
-        outfile = sys.argv[2]
+        if len(sys.argv) > 2:
+            outfile = sys.argv[2]
 
-        # perform some image operation
-        im = im.transpose(Image.FLIP_LEFT_RIGHT)
-        print(
-            "saving a flipped version of %s as %s "
-            % (os.path.basename(filename), outfile)
-        )
-        im.save(outfile, SpiderImageFile.format)
+            # perform some image operation
+            im = im.transpose(Image.FLIP_LEFT_RIGHT)
+            print(
+                "saving a flipped version of %s as %s "
+                % (os.path.basename(filename), outfile)
+            )
+            im.save(outfile, SpiderImageFile.format)