GitHub - akanazawa/Topic-Random-Field: Implementation of "Image Segementation with Topic Random Field" by Zhao, Fei-fei, and Xing.

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Implementation of "Image Segementation with Topic Random Field" by Zhao, Fei-fei, and Xing.

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Name		Name	Last commit message	Last commit date
Latest commit History 29 Commits
LDA		LDA
RNN		RNN
Segmentation		Segmentation
data		data
.gitignore		.gitignore
README		README
config.m		config.m
config_trf.m		config_trf.m
converged.m		converged.m
do_VQ.m		do_VQ.m
do_all.m		do_all.m
do_all_trf.m		do_all_trf.m
do_lda_mrf.m		do_lda_mrf.m
do_lda_mrf_evaluation.m		do_lda_mrf_evaluation.m
do_trf.m		do_trf.m
do_trf_evaluation.m		do_trf_evaluation.m
getNeighbors.m		getNeighbors.m
lda_mrf.m		lda_mrf.m
mnormalize.m		mnormalize.m
newton_alpha.m		newton_alpha.m
normalize.m		normalize.m
rtime.m		rtime.m
trf.m		trf.m
trf_likelihood.m		trf_likelihood.m
vbem.m		vbem.m
vbem_trf.m		vbem_trf.m

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Implementation of Image Segmentation with Topic Random Field (Zhao,
Fei-Fei, and Xing).

References:
B. Zhao, L. Fei-Fei and E. P. Xing. Image Segmentation with Topic
Random Fields. European Conference of Computer Vision (ECCV), 2010

David M. Blei, Andrew Y. Ng and Michael I. Jordan. Latent Dirichlet
Allocation. Journal of Machine Learning Research, vol. 3,
pp.993--1022, 2003. 

LDA matlab package by Daichi Mochihashi, NTT Communication Science
Laboratories 
http://chasen.org/~daiti-m/dist/lda/