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Merge pull request #373 from luispedro/imread_io_plugin
ENH: Add imread io plugin.
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+4
-1
@@ -119,4 +119,7 @@
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Perimeter calculation in regionprops.
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- Olivier Debeir
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Rank filters (8- and 16-bits) using sliding window.
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Rank filters (8- and 16-bits) using sliding window.
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- Luis Pedro Coelho
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imread plugin
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@@ -0,0 +1,3 @@
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[imread]
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description = Image reading and writing via imread
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provides = imread, imsave
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@@ -0,0 +1,44 @@
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__all__ = ['imread', 'imsave']
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import numpy as np
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from skimage.utils.dtype import convert
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try:
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import imread as _imread
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except ImportError:
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raise ImportError("Imread could not be found"
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"Please refer to http://pypi.python.org/pypi/imread/ "
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"for further instructions.")
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def imread(fname, dtype=None):
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"""Load an image from file.
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Parameters
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----------
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fname : str
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Name of input file
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"""
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im = _imread.imread(fname)
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if dtype is not None:
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im = convert(im, dtype)
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return im
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def imsave(fname, arr, format_str=None):
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"""Save an image to disk.
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Parameters
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----------
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fname : str
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Name of destination file.
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arr : ndarray of uint8 or uint16
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Array (image) to save.
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format_str: str,optional
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Format to save as.
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Notes
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-----
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Currently, only 8-bit precision is supported.
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"""
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return _imread.imsave(fname, arr, formatstr=format_str)
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@@ -0,0 +1,73 @@
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import os.path
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import numpy as np
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from numpy.testing import *
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from numpy.testing.decorators import skipif
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from tempfile import NamedTemporaryFile
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from skimage import data_dir
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from skimage.io import imread, imsave, use_plugin, reset_plugins
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try:
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import imread as _imread
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use_plugin('imread')
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except ImportError:
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imread_available = False
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else:
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imread_available = True
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def teardown():
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reset_plugins()
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@skipif(not imread_available)
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def test_imread_flatten():
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# a color image is flattened
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img = imread(os.path.join(data_dir, 'color.png'), flatten=True)
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assert img.ndim == 2
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assert img.dtype == np.float64
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img = imread(os.path.join(data_dir, 'camera.png'), flatten=True)
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# check that flattening does not occur for an image that is grey already.
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assert np.sctype2char(img.dtype) in np.typecodes['AllInteger']
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@skipif(not imread_available)
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def test_imread_palette():
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img = imread(os.path.join(data_dir, 'palette_color.png'))
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assert img.ndim == 3
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@skipif(not imread_available)
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def test_bilevel():
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expected = np.zeros((10, 10), bool)
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expected[::2] = 1
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img = imread(os.path.join(data_dir, 'checker_bilevel.png'))
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assert_array_equal(img, expected)
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class TestSave:
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def roundtrip(self, x, scaling=1):
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f = NamedTemporaryFile(suffix='.png')
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fname = f.name
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f.close()
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imsave(fname, x)
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y = imread(fname)
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assert_array_almost_equal((x * scaling).astype(np.int32), y)
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@skipif(not imread_available)
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def test_imsave_roundtrip(self):
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dtype = np.uint8
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for shape in [(10, 10), (10, 10, 3), (10, 10, 4)]:
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x = np.ones(shape, dtype=dtype) * np.random.random(shape)
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if np.issubdtype(dtype, float):
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yield self.roundtrip, x, 255
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else:
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x = (x * 255).astype(dtype)
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yield self.roundtrip, x
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if __name__ == "__main__":
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run_module_suite()
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