Dividing a large image into smaller overlapping blocks for parallel processing
Stéfan van der Walt
stefan at sun.ac.za
Sun Sep 1 05:34:48 EDT 2013
On Sat, Aug 31, 2013 at 8:17 PM, Johannes Schönberger <jsch at demuc.de> wrote:
> - pad image with skimage.util.pad, which allows a large number of padding methods
> - spawn a pool of processes using Python's multiprocessing package in the standard library
> - use shared memory to provide read access to complete image
> - define slices of image blocks and add them to a processing queue
How about we add an `overlap` parameter to
`skimage.utill.view_as_windows`? That should solve this problem.
Stéfan
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