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This version of the Gaussian filter
* uses 'nearest' as the default boundary mode. This can be discussed,
but I had the impression that for images this is the most relevant
mode ('extending' boundaries)
* has a `multichannel` keyword, so that each color channel can be
filtered separately. For now no attempt is made at guessing whether
the image has color channels or not.