random_walker
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A collection of image segmentation algorithms based on diffusion methods
Random walker algorithm
from Random walks for image segmentation, Leo Grady, IEEE Trans Pattern Anal Mach Intell. 2006 Nov;28(11):1768-83.
Dependencies
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numpy >= 1.4, scipy
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optional: pyamg, numexpr
Installing pyamg and using the 'cg_mg' mode of random_walker improves significantly the performance.
Installing numexpr makes only a slight improvement.
Installing
sudo python setup.py install
Testing
nosetests test_random_walker.py