diff --git a/Tests/images/imagedraw_arc.png b/Tests/images/imagedraw_arc.png
new file mode 100644
index 000000000..b09774389
Binary files /dev/null and b/Tests/images/imagedraw_arc.png differ
diff --git a/Tests/images/imagedraw_bitmap.png b/Tests/images/imagedraw_bitmap.png
new file mode 100644
index 000000000..05337b693
Binary files /dev/null and b/Tests/images/imagedraw_bitmap.png differ
diff --git a/Tests/images/imagedraw_chord.png b/Tests/images/imagedraw_chord.png
new file mode 100644
index 000000000..db3b35310
Binary files /dev/null and b/Tests/images/imagedraw_chord.png differ
diff --git a/Tests/images/imagedraw_ellipse.png b/Tests/images/imagedraw_ellipse.png
new file mode 100644
index 000000000..fb03fd148
Binary files /dev/null and b/Tests/images/imagedraw_ellipse.png differ
diff --git a/Tests/images/imagedraw_floodfill.png b/Tests/images/imagedraw_floodfill.png
new file mode 100644
index 000000000..89376a0f0
Binary files /dev/null and b/Tests/images/imagedraw_floodfill.png differ
diff --git a/Tests/images/imagedraw_floodfill2.png b/Tests/images/imagedraw_floodfill2.png
new file mode 100644
index 000000000..41b92fb75
Binary files /dev/null and b/Tests/images/imagedraw_floodfill2.png differ
diff --git a/Tests/images/imagedraw_line.png b/Tests/images/imagedraw_line.png
new file mode 100644
index 000000000..6d0e6994d
Binary files /dev/null and b/Tests/images/imagedraw_line.png differ
diff --git a/Tests/images/imagedraw_pieslice.png b/Tests/images/imagedraw_pieslice.png
new file mode 100644
index 000000000..1b2acff92
Binary files /dev/null and b/Tests/images/imagedraw_pieslice.png differ
diff --git a/Tests/images/imagedraw_point.png b/Tests/images/imagedraw_point.png
new file mode 100644
index 000000000..ab7c1a322
Binary files /dev/null and b/Tests/images/imagedraw_point.png differ
diff --git a/Tests/images/imagedraw_polygon.png b/Tests/images/imagedraw_polygon.png
new file mode 100644
index 000000000..5f160be76
Binary files /dev/null and b/Tests/images/imagedraw_polygon.png differ
diff --git a/Tests/images/imagedraw_rectangle.png b/Tests/images/imagedraw_rectangle.png
new file mode 100644
index 000000000..782d84461
Binary files /dev/null and b/Tests/images/imagedraw_rectangle.png differ
diff --git a/Tests/test_imagedraw.py b/Tests/test_imagedraw.py
index f8b5c3c5c..c47638a05 100644
--- a/Tests/test_imagedraw.py
+++ b/Tests/test_imagedraw.py
@@ -1,8 +1,27 @@
 from tester import *
 
 from PIL import Image
+from PIL import ImageColor
 from PIL import ImageDraw
 
+# Image size
+w, h = 100, 100
+
+# Bounding box points
+x0 = int(w / 4)
+x1 = int(x0 * 3)
+y0 = int(h / 4)
+y1 = int(x0 * 3)
+
+# Two kinds of bounding box
+bbox1 = [(x0, y0), (x1, y1)]
+bbox2 = [x0, y0, x1, y1]
+
+# Two kinds of coordinate sequences
+points1 = [(10, 10), (20, 40), (30, 30)]
+points2 = [10, 10, 20, 40, 30, 30]
+
+
 def test_sanity():
 
     im = lena("RGB").copy()
@@ -17,6 +36,7 @@ def test_sanity():
 
     success()
 
+
 def test_deprecated():
 
     im = lena().copy()
@@ -26,3 +46,220 @@ def test_deprecated():
     assert_warning(DeprecationWarning, lambda: draw.setink(0))
     assert_warning(DeprecationWarning, lambda: draw.setfill(0))
 
+
+def helper_arc(bbox):
+    # Arrange
+    im = Image.new("RGB", (w, h))
+    draw = ImageDraw.Draw(im)
+
+    # Act
+    # FIXME Fill param should be named outline.
+    draw.arc(bbox, 0, 180)
+    del draw
+
+    # Assert
+    assert_image_equal(im, Image.open("Tests/images/imagedraw_arc.png"))
+
+
+def test_arc1():
+    helper_arc(bbox1)
+
+
+def test_arc2():
+    helper_arc(bbox2)
+
+
+def test_bitmap():
+    # Arrange
+    small = Image.open("Tests/images/pil123rgba.png").resize((50, 50))
+    im = Image.new("RGB", (w, h))
+    draw = ImageDraw.Draw(im)
+
+    # Act
+    draw.bitmap((10, 10), small)
+    del draw
+
+    # Assert
+    assert_image_equal(im, Image.open("Tests/images/imagedraw_bitmap.png"))
+
+
+def helper_chord(bbox):
+    # Arrange
+    im = Image.new("RGB", (w, h))
+    draw = ImageDraw.Draw(im)
+
+    # Act
+    draw.chord(bbox, 0, 180, fill="red", outline="yellow")
+    del draw
+
+    # Assert
+    assert_image_equal(im, Image.open("Tests/images/imagedraw_chord.png"))
+
+
+def test_chord1():
+    helper_chord(bbox1)
+
+
+def test_chord2():
+    helper_chord(bbox2)
+
+
+def helper_ellipse(bbox):
+    # Arrange
+    im = Image.new("RGB", (w, h))
+    draw = ImageDraw.Draw(im)
+
+    # Act
+    draw.ellipse(bbox, fill="green", outline="blue")
+    del draw
+
+    # Assert
+    assert_image_equal(im, Image.open("Tests/images/imagedraw_ellipse.png"))
+
+
+def test_ellipse1():
+    helper_ellipse(bbox1)
+
+
+def test_ellipse2():
+    helper_ellipse(bbox2)
+
+
+def helper_line(points):
+    # Arrange
+    im = Image.new("RGB", (w, h))
+    draw = ImageDraw.Draw(im)
+
+    # Act
+    draw.line(points1, fill="yellow", width=2)
+    del draw
+
+    # Assert
+    assert_image_equal(im, Image.open("Tests/images/imagedraw_line.png"))
+
+
+def test_line1():
+    helper_line(points1)
+
+
+def test_line2():
+    helper_line(points2)
+
+
+def helper_pieslice(bbox):
+    # Arrange
+    im = Image.new("RGB", (w, h))
+    draw = ImageDraw.Draw(im)
+
+    # Act
+    draw.pieslice(bbox, -90, 45, fill="white", outline="blue")
+    del draw
+
+    # Assert
+    assert_image_equal(im, Image.open("Tests/images/imagedraw_pieslice.png"))
+
+
+def test_pieslice1():
+    helper_pieslice(bbox1)
+
+
+def test_pieslice2():
+    helper_pieslice(bbox2)
+
+
+def helper_point(points):
+    # Arrange
+    im = Image.new("RGB", (w, h))
+    draw = ImageDraw.Draw(im)
+
+    # Act
+    draw.point(points1, fill="yellow")
+    del draw
+
+    # Assert
+    assert_image_equal(im, Image.open("Tests/images/imagedraw_point.png"))
+
+
+def test_point1():
+    helper_point(points1)
+
+
+def test_point2():
+    helper_point(points2)
+
+
+def helper_polygon(points):
+    # Arrange
+    im = Image.new("RGB", (w, h))
+    draw = ImageDraw.Draw(im)
+
+    # Act
+    draw.polygon(points1, fill="red", outline="blue")
+    del draw
+
+    # Assert
+    assert_image_equal(im, Image.open("Tests/images/imagedraw_polygon.png"))
+
+
+def test_polygon1():
+    helper_polygon(points1)
+
+
+def test_polygon2():
+    helper_polygon(points2)
+
+
+def helper_rectangle(bbox):
+    # Arrange
+    im = Image.new("RGB", (w, h))
+    draw = ImageDraw.Draw(im)
+
+    # Act
+    draw.rectangle(bbox, fill="black", outline="green")
+    del draw
+
+    # Assert
+    assert_image_equal(im, Image.open("Tests/images/imagedraw_rectangle.png"))
+
+
+def test_rectangle1():
+    helper_rectangle(bbox1)
+
+
+def test_rectangle2():
+    helper_rectangle(bbox2)
+
+
+def test_floodfill():
+    # Arrange
+    im = Image.new("RGB", (w, h))
+    draw = ImageDraw.Draw(im)
+    draw.rectangle(bbox2, outline="yellow", fill="green")
+    centre_point = (int(w/2), int(h/2))
+
+    # Act
+    ImageDraw.floodfill(im, centre_point, ImageColor.getrgb("red"))
+    del draw
+
+    # Assert
+    assert_image_equal(im, Image.open("Tests/images/imagedraw_floodfill.png"))
+
+
+def test_floodfill_border():
+    # Arrange
+    im = Image.new("RGB", (w, h))
+    draw = ImageDraw.Draw(im)
+    draw.rectangle(bbox2, outline="yellow", fill="green")
+    centre_point = (int(w/2), int(h/2))
+
+    # Act
+    ImageDraw.floodfill(
+        im, centre_point, ImageColor.getrgb("red"),
+        border=ImageColor.getrgb("black"))
+    del draw
+
+    # Assert
+    assert_image_equal(im, Image.open("Tests/images/imagedraw_floodfill2.png"))
+
+
+# End of file
diff --git a/_imaging.c b/_imaging.c
index 4f14b7cbd..39b21f23e 100644
--- a/_imaging.c
+++ b/_imaging.c
@@ -2252,17 +2252,17 @@ void _font_text_asBytes(PyObject* encoded_string, unsigned char** text){
     if (bytes) {
         *text = (unsigned char*)PyBytes_AsString(bytes);
         return;
-    } 
+    }
 
 #if PY_VERSION_HEX < 0x03000000
     /* likely case here is py2.x with an ordinary string.
        but this isn't defined in Py3.x */
     if (PyString_Check(encoded_string)) {
         *text = (unsigned char *)PyString_AsString(encoded_string);
-    } 
+    }
 #endif
 }
-    
+
 
 static PyObject*
 _font_getmask(ImagingFontObject* self, PyObject* args)
@@ -2336,7 +2336,7 @@ _font_getsize(ImagingFontObject* self, PyObject* args)
         return NULL;
     }
 
-    return Py_BuildValue("ii", textwidth(self, text), self->ysize);        
+    return Py_BuildValue("ii", textwidth(self, text), self->ysize);
 }
 
 static struct PyMethodDef _font_methods[] = {
@@ -2399,17 +2399,35 @@ _draw_ink(ImagingDrawObject* self, PyObject* args)
 static PyObject*
 _draw_arc(ImagingDrawObject* self, PyObject* args)
 {
-    int x0, y0, x1, y1;
+    double* xy;
+    int n;
+
+    PyObject* data;
     int ink;
     int start, end;
     int op = 0;
-    if (!PyArg_ParseTuple(args, "(iiii)iii|i",
-                          &x0, &y0, &x1, &y1,
-                          &start, &end, &ink))
+    if (!PyArg_ParseTuple(args, "Oiii|i", &data, &start, &end, &ink))
         return NULL;
 
-    if (ImagingDrawArc(self->image->image, x0, y0, x1, y1, start, end,
-                       &ink, op) < 0)
+    n = PyPath_Flatten(data, &xy);
+    if (n < 0)
+        return NULL;
+    if (n != 2) {
+        PyErr_SetString(PyExc_TypeError,
+                        "coordinate list must contain exactly 2 coordinates"
+                        );
+        return NULL;
+    }
+
+    n = ImagingDrawArc(self->image->image,
+                       (int) xy[0], (int) xy[1],
+                       (int) xy[2], (int) xy[3],
+                       start, end, &ink, op
+                       );
+
+    free(xy);
+
+    if (n < 0)
         return NULL;
 
     Py_INCREF(Py_None);
@@ -2455,15 +2473,35 @@ _draw_bitmap(ImagingDrawObject* self, PyObject* args)
 static PyObject*
 _draw_chord(ImagingDrawObject* self, PyObject* args)
 {
-    int x0, y0, x1, y1;
+    double* xy;
+    int n;
+
+    PyObject* data;
     int ink, fill;
     int start, end;
-    if (!PyArg_ParseTuple(args, "(iiii)iiii",
-                          &x0, &y0, &x1, &y1, &start, &end, &ink, &fill))
+    if (!PyArg_ParseTuple(args, "Oiiii",
+                          &data, &start, &end, &ink, &fill))
         return NULL;
 
-    if (ImagingDrawChord(self->image->image, x0, y0, x1, y1,
-                         start, end, &ink, fill, self->blend) < 0)
+    n = PyPath_Flatten(data, &xy);
+    if (n < 0)
+        return NULL;
+    if (n != 2) {
+        PyErr_SetString(PyExc_TypeError,
+                        "coordinate list must contain exactly 2 coordinates"
+                        );
+        return NULL;
+    }
+
+    n = ImagingDrawChord(self->image->image,
+                         (int) xy[0], (int) xy[1],
+                         (int) xy[2], (int) xy[3],
+                         start, end, &ink, fill, self->blend
+                         );
+
+    free(xy);
+
+    if (n < 0)
         return NULL;
 
     Py_INCREF(Py_None);
@@ -2492,8 +2530,8 @@ _draw_ellipse(ImagingDrawObject* self, PyObject* args)
         return NULL;
     }
 
-    n = ImagingDrawEllipse(self->image->image, 
-                           (int) xy[0], (int) xy[1], 
+    n = ImagingDrawEllipse(self->image->image,
+                           (int) xy[0], (int) xy[1],
                            (int) xy[2], (int) xy[3],
                            &ink, fill, self->blend
                            );
@@ -2656,15 +2694,34 @@ _draw_outline(ImagingDrawObject* self, PyObject* args)
 static PyObject*
 _draw_pieslice(ImagingDrawObject* self, PyObject* args)
 {
-    int x0, y0, x1, y1;
+    double* xy;
+    int n;
+
+    PyObject* data;
     int ink, fill;
     int start, end;
-    if (!PyArg_ParseTuple(args, "(iiii)iiii",
-                          &x0, &y0, &x1, &y1, &start, &end, &ink, &fill))
+    if (!PyArg_ParseTuple(args, "Oiiii", &data, &start, &end, &ink, &fill))
         return NULL;
 
-    if (ImagingDrawPieslice(self->image->image, x0, y0, x1, y1,
-                            start, end, &ink, fill, self->blend) < 0)
+    n = PyPath_Flatten(data, &xy);
+    if (n < 0)
+        return NULL;
+    if (n != 2) {
+        PyErr_SetString(PyExc_TypeError,
+                        "coordinate list must contain exactly 2 coordinates"
+                        );
+        return NULL;
+    }
+
+    n = ImagingDrawPieslice(self->image->image,
+                            (int) xy[0], (int) xy[1],
+                            (int) xy[2], (int) xy[3],
+                            start, end, &ink, fill, self->blend
+                            );
+
+    free(xy);
+
+    if (n < 0)
         return NULL;
 
     Py_INCREF(Py_None);
@@ -2738,9 +2795,9 @@ _draw_rectangle(ImagingDrawObject* self, PyObject* args)
         return NULL;
     }
 
-    n = ImagingDrawRectangle(self->image->image, 
+    n = ImagingDrawRectangle(self->image->image,
                              (int) xy[0], (int) xy[1],
-                             (int) xy[2], (int) xy[3], 
+                             (int) xy[2], (int) xy[3],
                              &ink, fill, self->blend
                              );
 
@@ -3117,8 +3174,8 @@ _getattr_ptr(ImagingObject* self, void* closure)
 static PyObject*
 _getattr_unsafe_ptrs(ImagingObject* self, void* closure)
 {
-    return Py_BuildValue("(ss)(si)(si)(si)(si)(si)(sn)(sn)(sn)(sn)(sn)(si)(si)(sn)", 
-                         "mode", self->image->mode, 
+    return Py_BuildValue("(ss)(si)(si)(si)(si)(si)(sn)(sn)(sn)(sn)(sn)(si)(si)(sn)",
+                         "mode", self->image->mode,
                          "type", self->image->type,
                          "depth", self->image->depth,
                          "bands", self->image->bands,
diff --git a/docs/reference/ImageDraw.rst b/docs/reference/ImageDraw.rst
index 68855eb5b..30aa15a9b 100644
--- a/docs/reference/ImageDraw.rst
+++ b/docs/reference/ImageDraw.rst
@@ -91,9 +91,12 @@ Methods
     Draws an arc (a portion of a circle outline) between the start and end
     angles, inside the given bounding box.
 
-    :param xy: Four points to define the bounding box. Sequence of either
+    :param xy: Four points to define the bounding box. Sequence of
             ``[(x0, y0), (x1, y1)]`` or ``[x0, y0, x1, y1]``.
-    :param outline: Color to use for the outline.
+    :param start: Starting angle, in degrees. Angles are measured from
+            3 o'clock, increasing clockwise.
+    :param end: Ending angle, in degrees.
+    :param fill: Color to use for the arc.
 
 .. py:method:: PIL.ImageDraw.Draw.bitmap(xy, bitmap, fill=None)
 
@@ -111,7 +114,7 @@ Methods
     Same as :py:meth:`~PIL.ImageDraw.Draw.arc`, but connects the end points
     with a straight line.
 
-    :param xy: Four points to define the bounding box. Sequence of either
+    :param xy: Four points to define the bounding box. Sequence of
             ``[(x0, y0), (x1, y1)]`` or ``[x0, y0, x1, y1]``.
     :param outline: Color to use for the outline.
     :param fill: Color to use for the fill.
@@ -144,7 +147,7 @@ Methods
     Same as arc, but also draws straight lines between the end points and the
     center of the bounding box.
 
-    :param xy: Four points to define the bounding box. Sequence of either
+    :param xy: Four points to define the bounding box. Sequence of
             ``[(x0, y0), (x1, y1)]`` or ``[x0, y0, x1, y1]``.
     :param outline: Color to use for the outline.
     :param fill: Color to use for the fill.