From ac92836e8141d587a7a7f5e5a3af7bdde7ba5574 Mon Sep 17 00:00:00 2001 From: Alexander Date: Sat, 7 Dec 2019 18:08:19 +0300 Subject: [PATCH 1/8] Change default resize resampling filter --- Tests/test_file_gif.py | 2 +- Tests/test_image_getdata.py | 4 +++- Tests/test_image_resize.py | 9 +++++++++ Tests/test_imagedraw.py | 3 ++- Tests/test_imagefile.py | 2 +- docs/releasenotes/7.0.0.rst | 7 +++++++ src/PIL/Image.py | 7 ++++--- 7 files changed, 27 insertions(+), 7 deletions(-) diff --git a/Tests/test_file_gif.py b/Tests/test_file_gif.py index b17459a8b..bbd589ada 100644 --- a/Tests/test_file_gif.py +++ b/Tests/test_file_gif.py @@ -754,7 +754,7 @@ class TestFileGif(PillowTestCase): def test_getdata(self): # test getheader/getdata against legacy values # Create a 'P' image with holes in the palette - im = Image._wedge().resize((16, 16)) + im = Image._wedge().resize((16, 16), Image.NEAREST) im.putpalette(ImagePalette.ImagePalette("RGB")) im.info = {"background": 0} diff --git a/Tests/test_image_getdata.py b/Tests/test_image_getdata.py index d9bfcc7dd..18d381390 100644 --- a/Tests/test_image_getdata.py +++ b/Tests/test_image_getdata.py @@ -1,3 +1,5 @@ +from PIL import Image + from .helper import PillowTestCase, hopper @@ -13,7 +15,7 @@ class TestImageGetData(PillowTestCase): def test_roundtrip(self): def getdata(mode): - im = hopper(mode).resize((32, 30)) + im = hopper(mode).resize((32, 30), Image.NEAREST) data = im.getdata() return data[0], len(data), len(list(data)) diff --git a/Tests/test_image_resize.py b/Tests/test_image_resize.py index 2538dd378..091655827 100644 --- a/Tests/test_image_resize.py +++ b/Tests/test_image_resize.py @@ -150,3 +150,12 @@ class TestImageResize(PillowTestCase): # Test unknown resampling filter with hopper() as im: self.assertRaises(ValueError, im.resize, (10, 10), "unknown") + + def test_default_filter(self): + for mode in "L", "RGB", "I", "F": + im = hopper(mode) + self.assertEqual(im.resize((20, 20), Image.BICUBIC), im.resize((20, 20))) + + for mode in "1", "P": + im = hopper(mode) + self.assertEqual(im.resize((20, 20), Image.NEAREST), im.resize((20, 20))) diff --git a/Tests/test_imagedraw.py b/Tests/test_imagedraw.py index d3791e0b1..4535a4838 100644 --- a/Tests/test_imagedraw.py +++ b/Tests/test_imagedraw.py @@ -159,7 +159,8 @@ class TestImageDraw(PillowTestCase): # Arrange im = Image.new("RGB", (W, H)) draw = ImageDraw.Draw(im) - with Image.open("Tests/images/pil123rgba.png").resize((50, 50)) as small: + with Image.open("Tests/images/pil123rgba.png") as small: + small = small.resize((50, 50), Image.NEAREST) # Act draw.bitmap((10, 10), small) diff --git a/Tests/test_imagefile.py b/Tests/test_imagefile.py index 50c7d337b..f575c8c1a 100644 --- a/Tests/test_imagefile.py +++ b/Tests/test_imagefile.py @@ -24,7 +24,7 @@ class TestImageFile(PillowTestCase): def test_parser(self): def roundtrip(format): - im = hopper("L").resize((1000, 1000)) + im = hopper("L").resize((1000, 1000), Image.NEAREST) if format in ("MSP", "XBM"): im = im.convert("1") diff --git a/docs/releasenotes/7.0.0.rst b/docs/releasenotes/7.0.0.rst index 386a26757..89a0c5a4e 100644 --- a/docs/releasenotes/7.0.0.rst +++ b/docs/releasenotes/7.0.0.rst @@ -47,6 +47,13 @@ Setting the size of TIFF images Setting the size of a TIFF image directly (eg. ``im.size = (256, 256)``) throws an error. Use ``Image.resize`` instead. +Default resize resampling filter +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +The default resampling filter for the ``Image.resize`` method is changed to +high-quality convolution ``Image.BICUBIC`` instead of ``Image.NEAREST``. +``Image.NEAREST`` is still always used for images in "P" and "1" modes. + API Changes =========== diff --git a/src/PIL/Image.py b/src/PIL/Image.py index 96ec314bc..a509b13cb 100644 --- a/src/PIL/Image.py +++ b/src/PIL/Image.py @@ -1761,7 +1761,7 @@ class Image: return m_im - def resize(self, size, resample=NEAREST, box=None): + def resize(self, size, resample=BICUBIC, box=None): """ Returns a resized copy of this image. @@ -1771,8 +1771,9 @@ class Image: one of :py:attr:`PIL.Image.NEAREST`, :py:attr:`PIL.Image.BOX`, :py:attr:`PIL.Image.BILINEAR`, :py:attr:`PIL.Image.HAMMING`, :py:attr:`PIL.Image.BICUBIC` or :py:attr:`PIL.Image.LANCZOS`. - If omitted, or if the image has mode "1" or "P", it is - set :py:attr:`PIL.Image.NEAREST`. + Default filter is :py:attr:`PIL.Image.BICUBIC`. + If the image has mode "1" or "P", it is + always set :py:attr:`PIL.Image.NEAREST`. See: :ref:`concept-filters`. :param box: An optional 4-tuple of floats giving the region of the source image which should be scaled. From c7bef264bc455d191e0540fa8ac67d989438f929 Mon Sep 17 00:00:00 2001 From: Andrew Murray Date: Tue, 17 Dec 2019 06:05:36 +1100 Subject: [PATCH 2/8] Allow thumbnail to accept non-integer size arguments --- Tests/test_image_thumbnail.py | 5 +++++ src/PIL/Image.py | 4 ++-- 2 files changed, 7 insertions(+), 2 deletions(-) diff --git a/Tests/test_image_thumbnail.py b/Tests/test_image_thumbnail.py index 30fe25557..5806e2a08 100644 --- a/Tests/test_image_thumbnail.py +++ b/Tests/test_image_thumbnail.py @@ -43,6 +43,11 @@ class TestImageThumbnail(PillowTestCase): im.thumbnail((33, 33)) self.assertEqual(im.size, (21, 33)) # ratio is 0.6363636364 + def test_float(self): + im = Image.new("L", (128, 128)) + im.thumbnail((99.9, 99.9)) + self.assertEqual(im.size, (100, 100)) + def test_no_resize(self): # Check that draft() can resize the image to the destination size with Image.open("Tests/images/hopper.jpg") as im: diff --git a/src/PIL/Image.py b/src/PIL/Image.py index 613b3a361..981c8c818 100644 --- a/src/PIL/Image.py +++ b/src/PIL/Image.py @@ -2138,10 +2138,10 @@ class Image: x, y = self.size if x > size[0]: y = max(round(y * size[0] / x), 1) - x = size[0] + x = round(size[0]) if y > size[1]: x = max(round(x * size[1] / y), 1) - y = size[1] + y = round(size[1]) size = x, y if size == self.size: From 1785cad9315803750078e0ae91857b0fba640a73 Mon Sep 17 00:00:00 2001 From: Andrew Murray Date: Tue, 17 Dec 2019 18:49:52 +1100 Subject: [PATCH 3/8] Updated CHANGES.rst [ci skip] --- CHANGES.rst | 3 +++ 1 file changed, 3 insertions(+) diff --git a/CHANGES.rst b/CHANGES.rst index b4834a8da..c1eab0c2e 100644 --- a/CHANGES.rst +++ b/CHANGES.rst @@ -5,6 +5,9 @@ Changelog (Pillow) 7.0.0 (unreleased) ------------------ +- Better thumbnail aspect ratio preservation #4256 + [homm] + - Add La mode packing and unpacking #4248 [homm] From ba81712ec843f4ed37dc6c3fdabdd1e9018c02cd Mon Sep 17 00:00:00 2001 From: Andrew Murray Date: Tue, 17 Dec 2019 19:01:24 +1100 Subject: [PATCH 4/8] Added release notes for #4256 [ci skip] --- docs/releasenotes/7.0.0.rst | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/docs/releasenotes/7.0.0.rst b/docs/releasenotes/7.0.0.rst index 386a26757..8219b76e8 100644 --- a/docs/releasenotes/7.0.0.rst +++ b/docs/releasenotes/7.0.0.rst @@ -92,3 +92,9 @@ Use instead: with Image.open("hopper.png") as im: im.save("out.jpg") + +Better thumbnail aspect ratio preservation +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +When calculating the new dimensions in ``Image.thumbnail``, round to the +nearest integer, instead of always rounding down. From 4da9858709511e4aa1eec8d7914a461ac0274d70 Mon Sep 17 00:00:00 2001 From: Alexander Date: Tue, 17 Dec 2019 18:15:02 +0300 Subject: [PATCH 5/8] change default resampling filter for ImageOps.pad(), ImageOps.scale() and ImageOps.fit() --- Tests/images/imageops_pad_h_0.jpg | Bin 12784 -> 11349 bytes Tests/images/imageops_pad_h_1.jpg | Bin 12785 -> 11350 bytes Tests/images/imageops_pad_h_2.jpg | Bin 12783 -> 11347 bytes Tests/images/imageops_pad_v_0.jpg | Bin 12766 -> 11313 bytes Tests/images/imageops_pad_v_1.jpg | Bin 12771 -> 11318 bytes Tests/images/imageops_pad_v_2.jpg | Bin 12768 -> 11315 bytes docs/releasenotes/7.0.0.rst | 12 ++++++++---- src/PIL/ImageOps.py | 14 +++++++------- 8 files changed, 15 insertions(+), 11 deletions(-) diff --git a/Tests/images/imageops_pad_h_0.jpg b/Tests/images/imageops_pad_h_0.jpg index f9fcb1cdb40eda48500dc9a804c631d69cc36735..7afbbb96a6ee437cc4ac4da3f65c29d6a93c57c1 100644 GIT binary patch delta 10343 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@@ -47,12 +47,16 @@ Setting the size of TIFF images Setting the size of a TIFF image directly (eg. ``im.size = (256, 256)``) throws an error. Use ``Image.resize`` instead. -Default resize resampling filter -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Default resampling filter +^^^^^^^^^^^^^^^^^^^^^^^^^ -The default resampling filter for the ``Image.resize`` method is changed to -high-quality convolution ``Image.BICUBIC`` instead of ``Image.NEAREST``. +The default resampling filter is changed to high-quality convolution +``Image.BICUBIC`` instead of ``Image.NEAREST`` for the :py:meth:`~PIL.Image.Image.resize` +method and for :py:meth:`~PIL.ImageOps.pad``, :py:meth:`~PIL.ImageOps.scale`` +and :py:meth:`~PIL.ImageOps.fit`` functions. ``Image.NEAREST`` is still always used for images in "P" and "1" modes. +See :ref:`concept-filters` to learn the difference. In short, +``Image.NEAREST`` is a very fast and simple but low-quality filter. API Changes diff --git a/src/PIL/ImageOps.py b/src/PIL/ImageOps.py index 3ffe50806..3a6dabf5e 100644 --- a/src/PIL/ImageOps.py +++ b/src/PIL/ImageOps.py @@ -221,7 +221,7 @@ def colorize(image, black, white, mid=None, blackpoint=0, whitepoint=255, midpoi return _lut(image, red + green + blue) -def pad(image, size, method=Image.NEAREST, color=None, centering=(0.5, 0.5)): +def pad(image, size, method=Image.BICUBIC, color=None, centering=(0.5, 0.5)): """ Returns a sized and padded version of the image, expanded to fill the requested aspect ratio and size. @@ -230,7 +230,7 @@ def pad(image, size, method=Image.NEAREST, color=None, centering=(0.5, 0.5)): :param size: The requested output size in pixels, given as a (width, height) tuple. :param method: What resampling method to use. Default is - :py:attr:`PIL.Image.NEAREST`. + :py:attr:`PIL.Image.BICUBIC`. See :ref:`concept-filters`. :param color: The background color of the padded image. :param centering: Control the position of the original image within the padded version. @@ -280,7 +280,7 @@ def crop(image, border=0): return image.crop((left, top, image.size[0] - right, image.size[1] - bottom)) -def scale(image, factor, resample=Image.NEAREST): +def scale(image, factor, resample=Image.BICUBIC): """ Returns a rescaled image by a specific factor given in parameter. A factor greater than 1 expands the image, between 0 and 1 contracts the @@ -288,8 +288,8 @@ def scale(image, factor, resample=Image.NEAREST): :param image: The image to rescale. :param factor: The expansion factor, as a float. - :param resample: An optional resampling filter. Same values possible as - in the PIL.Image.resize function. + :param resample: What resampling method to use. Default is + :py:attr:`PIL.Image.BICUBIC`. See :ref:`concept-filters`. :returns: An :py:class:`~PIL.Image.Image` object. """ if factor == 1: @@ -363,7 +363,7 @@ def expand(image, border=0, fill=0): return out -def fit(image, size, method=Image.NEAREST, bleed=0.0, centering=(0.5, 0.5)): +def fit(image, size, method=Image.BICUBIC, bleed=0.0, centering=(0.5, 0.5)): """ Returns a sized and cropped version of the image, cropped to the requested aspect ratio and size. @@ -374,7 +374,7 @@ def fit(image, size, method=Image.NEAREST, bleed=0.0, centering=(0.5, 0.5)): :param size: The requested output size in pixels, given as a (width, height) tuple. :param method: What resampling method to use. Default is - :py:attr:`PIL.Image.NEAREST`. + :py:attr:`PIL.Image.BICUBIC`. See :ref:`concept-filters`. :param bleed: Remove a border around the outside of the image from all four edges. The value is a decimal percentage (use 0.01 for one percent). The default value is 0 (no border). From cdd12532118c0f279f41f83298565a1db14c2c68 Mon Sep 17 00:00:00 2001 From: Alexander Date: Wed, 18 Dec 2019 01:09:54 +0300 Subject: [PATCH 6/8] notes fixes skip-checks: true --- docs/releasenotes/7.0.0.rst | 8 ++++---- src/PIL/Image.py | 4 ++-- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/releasenotes/7.0.0.rst b/docs/releasenotes/7.0.0.rst index ed887f082..11bd80743 100644 --- a/docs/releasenotes/7.0.0.rst +++ b/docs/releasenotes/7.0.0.rst @@ -50,13 +50,13 @@ an error. Use ``Image.resize`` instead. Default resampling filter ^^^^^^^^^^^^^^^^^^^^^^^^^ -The default resampling filter is changed to high-quality convolution -``Image.BICUBIC`` instead of ``Image.NEAREST`` for the :py:meth:`~PIL.Image.Image.resize` -method and for :py:meth:`~PIL.ImageOps.pad``, :py:meth:`~PIL.ImageOps.scale`` +The default resampling filter has been changed to the high-quality convolution +``Image.BICUBIC`` instead of ``Image.NEAREST``, for the :py:meth:`~PIL.Image.Image.resize` +method and the :py:meth:`~PIL.ImageOps.pad``, :py:meth:`~PIL.ImageOps.scale`` and :py:meth:`~PIL.ImageOps.fit`` functions. ``Image.NEAREST`` is still always used for images in "P" and "1" modes. See :ref:`concept-filters` to learn the difference. In short, -``Image.NEAREST`` is a very fast and simple but low-quality filter. +``Image.NEAREST`` is a very fast filter, but simple and low-quality. API Changes diff --git a/src/PIL/Image.py b/src/PIL/Image.py index a509b13cb..6ddd7fb5f 100644 --- a/src/PIL/Image.py +++ b/src/PIL/Image.py @@ -1773,7 +1773,7 @@ class Image: :py:attr:`PIL.Image.BICUBIC` or :py:attr:`PIL.Image.LANCZOS`. Default filter is :py:attr:`PIL.Image.BICUBIC`. If the image has mode "1" or "P", it is - always set :py:attr:`PIL.Image.NEAREST`. + always set to :py:attr:`PIL.Image.NEAREST`. See: :ref:`concept-filters`. :param box: An optional 4-tuple of floats giving the region of the source image which should be scaled. @@ -1843,7 +1843,7 @@ class Image: environment), or :py:attr:`PIL.Image.BICUBIC` (cubic spline interpolation in a 4x4 environment). If omitted, or if the image has mode "1" or "P", it is - set :py:attr:`PIL.Image.NEAREST`. See :ref:`concept-filters`. + set to :py:attr:`PIL.Image.NEAREST`. See :ref:`concept-filters`. :param expand: Optional expansion flag. If true, expands the output image to make it large enough to hold the entire rotated image. If false or omitted, make the output image the same size as the From 5b53b0489bc3d862085209c490965168a974ad9b Mon Sep 17 00:00:00 2001 From: Alexander Date: Thu, 19 Dec 2019 02:52:34 +0300 Subject: [PATCH 7/8] Define box filter equal 1.0 on (-0.5, 0.5] range instead of [-0.5, 0.5) --- Tests/test_image_resample.py | 5 +++++ src/libImaging/Resample.c | 2 +- 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/Tests/test_image_resample.py b/Tests/test_image_resample.py index 3bb941438..e94fbfe94 100644 --- a/Tests/test_image_resample.py +++ b/Tests/test_image_resample.py @@ -212,6 +212,11 @@ class TestImagingCoreResampleAccuracy(PillowTestCase): for channel in case.split(): self.check_case(channel, self.make_sample(data, (12, 12))) + def test_box_filter_correct_range(self): + im = Image.new("RGB", (8, 8), "#1688ff").resize((100, 100), Image.BOX) + ref = Image.new("RGB", (100, 100), "#1688ff") + self.assert_image_equal(im, ref) + class CoreResampleConsistencyTest(PillowTestCase): def make_case(self, mode, fill): diff --git a/src/libImaging/Resample.c b/src/libImaging/Resample.c index d1a89e2ce..0dc08611d 100644 --- a/src/libImaging/Resample.c +++ b/src/libImaging/Resample.c @@ -13,7 +13,7 @@ struct filter { static inline double box_filter(double x) { - if (x >= -0.5 && x < 0.5) + if (x > -0.5 && x <= 0.5) return 1.0; return 0.0; } From 209faf1b62fa7ed6c9d8b2fc7bd46e1c7e54e0bd Mon Sep 17 00:00:00 2001 From: Andrew Murray Date: Fri, 20 Dec 2019 06:24:38 +1100 Subject: [PATCH 8/8] Updated CHANGES.rst [ci skip] --- CHANGES.rst | 3 +++ 1 file changed, 3 insertions(+) diff --git a/CHANGES.rst b/CHANGES.rst index c1eab0c2e..1ea09fff8 100644 --- a/CHANGES.rst +++ b/CHANGES.rst @@ -5,6 +5,9 @@ Changelog (Pillow) 7.0.0 (unreleased) ------------------ +- Change default resize resampling filter from NEAREST to BICUBIC #4255 + [homm] + - Better thumbnail aspect ratio preservation #4256 [homm]