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Add more description to doc string of helper function
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@@ -1004,10 +1004,37 @@ def _convert_warp_input(image, preserve_range):
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return image
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def _clip_warp_output(input_image, output_image, clip, mode, order, cval):
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"""Clip output image to range of values of input image, considering the
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parameters of a call to warp.
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def _clip_warp_output(input_image, output_image, order, mode, cval, clip):
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"""Clip output image to range of values of input image.
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Note that this function modifies the values of `output_image` in-place
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and it is only modified if ``clip=True``.
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Parameters
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----------
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input_image : ndarray
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Input image.
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output_image : ndarray
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Output image, which is modified in-place.
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Other parameters
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----------------
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order : int, optional
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The order of the spline interpolation, default is 1. The order has to
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be in the range 0-5. See `skimage.transform.warp` for detail.
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mode : string, optional
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Points outside the boundaries of the input are filled according
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to the given mode ('constant', 'nearest', 'reflect' or 'wrap').
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cval : float, optional
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Used in conjunction with mode 'constant', the value outside
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the image boundaries.
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clip : bool, optional
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Whether to clip the output to the range of values of the input image.
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This is enabled by default, since higher order interpolation may
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produce values outside the given input range.
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"""
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if clip and order != 0:
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min_val = input_image.min()
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max_val = input_image.max()
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@@ -1254,6 +1281,6 @@ def warp(image, inverse_map=None, map_args={}, output_shape=None, order=1,
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mode=mode, order=order, cval=cval)
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_clip_warp_output(image, out, clip, mode, order, cval)
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_clip_warp_output(image, out, order, mode, cval, clip)
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return out
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@@ -84,7 +84,7 @@ def resize(image, output_shape, order=1, mode='constant', cval=0, clip=True,
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out = ndimage.map_coordinates(image, coord_map, order=order,
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mode=mode, cval=cval)
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_clip_warp_output(image, out, clip, mode, order, cval)
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_clip_warp_output(image, out, order, mode, cval, clip)
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else: # 2-dimensional interpolation
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