diff --git a/test/assets/fakedata/draw_rotated_boxes_fill.png b/test/assets/fakedata/draw_rotated_boxes_fill.png
new file mode 100644
index 00000000000..474b771f04e
Binary files /dev/null and b/test/assets/fakedata/draw_rotated_boxes_fill.png differ
diff --git a/test/test_utils.py b/test/test_utils.py
index 000798a0609..8b6f357ce6e 100644
--- a/test/test_utils.py
+++ b/test/test_utils.py
@@ -177,6 +177,17 @@ def test_draw_rotated_boxes():
     assert_equal(result, expected)
 
 
+@pytest.mark.skipif(PILLOW_VERSION < (10, 1), reason="The reference image is only valid for PIL >= 10.1")
+def test_draw_rotated_boxes_fill():
+    img = torch.full((3, 500, 500), 255, dtype=torch.uint8)
+    colors = ["blue", "yellow", (0, 255, 0), "black"]
+
+    result = utils.draw_bounding_boxes(img, rotated_boxes, colors=colors, fill=True)
+    path = os.path.join(os.path.dirname(os.path.abspath(__file__)), "assets", "fakedata", "draw_rotated_boxes_fill.png")
+    expected = torch.as_tensor(np.array(Image.open(path))).permute(2, 0, 1)
+    assert_equal(result, expected)
+
+
 @pytest.mark.parametrize("fill", [True, False])
 def test_draw_boxes_dtypes(fill):
     img_uint8 = torch.full((3, 100, 100), 255, dtype=torch.uint8)
diff --git a/torchvision/utils.py b/torchvision/utils.py
index eec7d21293f..050cc51d893 100644
--- a/torchvision/utils.py
+++ b/torchvision/utils.py
@@ -136,7 +136,7 @@ def oriented_rectangle(self, xy, fill=None, outline=None, width=1):
                 width=width,
                 fill=outline,
             )
-        self.rectangle(xy, fill=fill, outline=None, width=0)
+        self.polygon(xy, fill=fill, outline=None, width=0)
 
     def dashed_line(self, xy, fill=None, width=0, joint=None, dash_length=5, space_length=5):
         # Calculate the total length of the line