[Insight-users] Loopy Belief Propagation implementation

David Doria daviddoria at gmail.com
Wed Feb 23 14:09:23 EST 2011


I have written an implementation of Loopy BP on MRFs (where the MRF is an
itkImage) here:

https://github.com/daviddoria/BinaryDenoising

As the title of the link suggests, I'm trying to demonstrate the code by
performing denoising on a binary image using the framework.

What I've learned about BP (and hence implemented) is in this document:
<https://github.com/daviddoria/BinaryDenoising>
https://github.com/daviddoria/Tutorials

<https://github.com/daviddoria/Tutorials>However, the implementation is not
working quite right. Is anyone interested in looking at this? I'm not sure
if it is a theoretical problem or an implementation problem. If anyone is
familiar with Loopy BP and would like to help please let me know.

Thanks,

David
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