Equivalent python functions for several matlab image processing functions?

There are lots of image processing libraries for Python, though they are spread across a number of packages.

Reading PIL, it looks like it has a few functions that will be useful for implementing a canny filter. The morphological erode/dilate functions are apparently not available.

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