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Belief Propagation 相关资料及代码链接

2014-09-29 19:57 525 查看
资料链接:

1. http://en.wikipedia.org/wiki/Belief_propagation

2. http://www.comm.utoronto.ca/frank/papers/KFL01.pdf

3. http://www.mit.edu/~6.454/www_fall_2002/lizhong/bp.pdf

代码链接:

1. UGM: Matlab code for undirected graphical models

http://www.cs.ubc.ca/~schmidtm/Software/UGM.html

2. Implementing the Belief Propagation Algorithm in MATLAB

http://citeseerx.ist.psu.edu/viewdoc/download;jsessionid=92FA4B1FC690FFA76060D01416827E8D?doi=10.1.1.170.7320&rep=rep1&type=pdf

3. Nonparametric Belief Propagation

http://ssg.mit.edu/nbp/

4. Efficient Belief Propagation for Early Vision

http://cs.brown.edu/~pff/bp/

5. Kernel Belief Propagation: Tutorial Code

http://www.gatsby.ucl.ac.uk/~gretton/kernelBP/kernelBP.htm

6. Gaussian Belief Propagation

http://www.cs.cmu.edu/~bickson/gabp/

7. Pampas / Non-parametric Belief Propagation Toolbox for Matlab (v. 0.1)

http://cs.brown.edu/~ls/download.html

8. 小木虫:belief propagation belief propagation
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