def test_uint16():
im16, eroded16, dilated16, opened16, closed16 = map(
img_as_uint, [im, eroded, dilated, opened, closed])
cp.testing.assert_allclose(grey.erosion(im16), eroded16)
cp.testing.assert_allclose(grey.dilation(im16), dilated16)
cp.testing.assert_allclose(grey.opening(im16), opened16)
cp.testing.assert_allclose(grey.closing(im16), closed16)
def test_selem_overflow():
strel = cp.ones((17, 17), dtype=cp.uint8)
img = cp.zeros((20, 20), dtype=bool)
img[2:19, 2:19] = True
binary_res = binary.binary_erosion(img, strel)
grey_res = img_as_bool(grey.erosion(img, strel))
testing.assert_array_equal(binary_res, grey_res)
def test_discontiguous_out_array():
# fmt: off
image = cp.array([[5, 6, 2], [7, 2, 2], [3, 5, 1]], cp.uint8)
# fmt: on
out_array_big = cp.zeros((5, 5), cp.uint8)
out_array = out_array_big[::2, ::2]
# fmt: off
expected_dilation = cp.array(
[[7, 0, 6, 0, 6], [0, 0, 0, 0, 0], [7, 0, 7, 0, 2], [0, 0, 0, 0, 0],
[7, 0, 5, 0, 5]], cp.uint8)
expected_erosion = cp.array(
[[5, 0, 2, 0, 2], [0, 0, 0, 0, 0], [2, 0, 2, 0, 1], [0, 0, 0, 0, 0],
[3, 0, 1, 0, 1]], cp.uint8)
# fmt: on
grey.dilation(image, out=out_array)
cp.testing.assert_array_equal(out_array_big, expected_dilation)
grey.erosion(image, out=out_array)
cp.testing.assert_array_equal(out_array_big, expected_erosion)
def test_dilate_erode_symmetry(self):
for s in self.selems:
c = grey.erosion(self.black_pixel, s)
d = grey.dilation(self.white_pixel, s)
assert cp.all(c == (255 - d))
def test_1d_erosion():
image = cp.array([1, 2, 3, 2, 1])
expected = cp.array([1, 1, 2, 1, 1])
eroded = grey.erosion(image)
cp.testing.assert_array_equal(eroded, expected)
def test_float():
cp.testing.assert_allclose(grey.erosion(im), eroded)
cp.testing.assert_allclose(grey.dilation(im), dilated)
cp.testing.assert_allclose(grey.opening(im), opened)
cp.testing.assert_allclose(grey.closing(im), closed)
def test_binary_erosion():
strel = selem.square(3)
binary_res = binary.binary_erosion(bw_img, strel)
grey_res = img_as_bool(grey.erosion(bw_img, strel))
testing.assert_array_equal(binary_res, grey_res)
def test_non_square_image():
strel = selem.square(3)
binary_res = binary.binary_erosion(bw_img[:100, :200], strel)
grey_res = img_as_bool(grey.erosion(bw_img[:100, :200], strel))
testing.assert_array_equal(binary_res, grey_res)