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Median filter a 2-dimensional array.
Apply a median filter to the `input` array using a local window-size
given by `kernel_size` (must be odd). The array is zero-padded
automatically.
Parameters
----------
input : array_like
A 2-dimensional input array.
kernel_size : array_like, optional
A scalar or a list of length 2, giving the size of the
median filter window in each dimension. Elements of
`kernel_size` should be odd. If `kernel_size` is a scalar,
then this scalar is used as the size in each dimension.
Default is a kernel of size (3, 3).
Returns
-------
out : ndarray
An array the same size as input containing the median filtered
result.
See also
--------
scipy.ndimage.median_filter
Notes
-----
This is faster than `medfilt` when the input dtype is ``uint8``,
``float32``, or ``float64``; for other types, this falls back to
`medfilt`; you should use `scipy.ndimage.median_filter` instead as it is
much faster. In some situations, `scipy.ndimage.median_filter` may be
faster than this function.
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