diff --git a/PIL/ImageDraw.py b/PIL/ImageDraw.py
index 9408dc8f5..efe840486 100644
--- a/PIL/ImageDraw.py
+++ b/PIL/ImageDraw.py
@@ -223,7 +223,6 @@ class ImageDraw(object):
             return self.multiline_text(xy, text, fill, font, anchor,
                                        spacing, align, outline)
         ink, fill = self._getink(fill)
-        print("Outline: %s" % outline)
         if font is None:
             font = self.getfont()
         if ink is None:
diff --git a/docs/reference/ImageDraw.rst b/docs/reference/ImageDraw.rst
index 842407c90..53c83ee7d 100644
--- a/docs/reference/ImageDraw.rst
+++ b/docs/reference/ImageDraw.rst
@@ -240,6 +240,7 @@ Methods
                     the number of pixels between lines.
     :param align: If the text is passed on to multiline_text(),
                   "left", "center" or "right".
+    :param outline: Color to use to draw an outline around the text.
 
 
 .. py:method:: PIL.ImageDraw.Draw.multiline_text(xy, text, fill=None, font=None, anchor=None, spacing=0, align="left")
@@ -252,6 +253,7 @@ Methods
     :param font: An :py:class:`~PIL.ImageFont.ImageFont` instance.
     :param spacing: The number of pixels between lines.
     :param align: "left", "center" or "right".
+    :param outline: Color to use to draw an outline around the text.
 
 .. py:method:: PIL.ImageDraw.Draw.textsize(text, font=None, spacing=0)
 
diff --git a/docs/releasenotes/3.5.0.rst b/docs/releasenotes/3.5.0.rst
new file mode 100644
index 000000000..eb6d665ac
--- /dev/null
+++ b/docs/releasenotes/3.5.0.rst
@@ -0,0 +1,10 @@
+3.5.0
+-----
+
+New text-outlining feature
+==========================
+
+Both ``ImageDraw.text()`` and ``ImageDraw.multiline_text()`` now supports
+text-stroking.
+Passing in a color value to the methods using the ``outline`` keyword argument
+will now outline the text in that color.
diff --git a/docs/releasenotes/index.rst b/docs/releasenotes/index.rst
index 8c484af44..920dc8834 100644
--- a/docs/releasenotes/index.rst
+++ b/docs/releasenotes/index.rst
@@ -6,6 +6,7 @@ Release Notes
 .. toctree::
   :maxdepth: 2
 
+  3.5.0
   3.4.0
   3.3.2
   3.3.0