diff --git a/docs/releasenotes/3.3.0.rst b/docs/releasenotes/3.3.0.rst
index 45a487074..d4eb95d49 100644
--- a/docs/releasenotes/3.3.0.rst
+++ b/docs/releasenotes/3.3.0.rst
@@ -10,6 +10,7 @@ platforms. This support requires building Pillow from source against
 libimagequant. We cannot distribute binaries due to licensing
 differences.
 
+
 New Setup.py options
 ====================
 
@@ -24,6 +25,27 @@ There are two new options to control the ``build_ext`` task in ``setup.py``:
     variables.
 
 
+Resizing
+========
+
+Image resampling for 8-bit per channel images was rewritten using only integer
+computings. This is faster on most of the platforms and doesn't introduce
+precision errors on the wide range of scales. With other performance
+improvements, this makes resampling 60% faster on average.
+
+Color calculation for images in the ``LA`` mode on semitransparent pixels
+was fixed.
+
+
+Rotation
+========
+
+Rotation for angles divisible by 90 degrees now always uses transposition.
+This greately improve both quality and performance in this cases.
+Also, the bug with wrong image size calculation when rotating by 90 degrees 
+was fixed.
+
+
 Image Metadata
 ==============