Fix imread so palette images are converted to grayscale or RGB images

This commit is contained in:
Tony
2009-10-31 11:55:46 -04:00
parent 22ae88bd3b
commit 8077c2b206
2 changed files with 34 additions and 0 deletions
+28
View File
@@ -34,6 +34,34 @@ def imread(fname, flatten=False, dtype=None):
" instructions.")
im = Image.open(fname)
if im.mode == 'P':
if palette_is_grayscale(im):
im = im.convert('L')
else:
im = im.convert('RGB')
if flatten and not im.mode in ('1', 'L', 'I', 'F', 'I;16', 'I;16L', 'I;16B'):
im = im.convert('F')
return np.array(im, dtype=dtype)
def palette_is_grayscale(pil_image):
"""Return True if PIL image is grayscale.
Parameters
----------
pil_image : PIL image
PIL Image that is in Palette mode.
Returns
-------
is_grayscale : bool
True if all colors in image palette are gray.
"""
assert pil_image.mode == 'P'
# get palette as an array with R, G, B columns
palette = np.asarray(pil_image.getpalette()).reshape((256, 3))
# Not all palette colors are used; unused colors have junk values.
start, stop = pil_image.getextrema()
valid_palette = palette[start:stop]
# Image is grayscale if channel differences (R - G and G - B) are all zero.
return np.allclose(np.diff(valid_palette), 0)
+6
View File
@@ -15,3 +15,9 @@ def test_imread_flatten():
def test_imread_dtype():
img = imread(os.path.join(data_dir, 'camera.png'), dtype=np.float64)
assert img.dtype == np.float64
def test_imread_palette():
img = imread(os.path.join(data_dir, 'palette_gray.png'))
assert img.ndim == 2
img = imread(os.path.join(data_dir, 'palette_color.png'))
assert img.ndim == 3