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Convergence analysis of belief propagation for pairwise linear Gaussian models Conference paper
2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings, Montreal, CANADA, NOV 14-16, 2017
Authors:  Du J.;  Ma S.;  Wu Y.-C.;  Kar S.;  Moura J.M.F.
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Belief Propagation  Distributed Inference  Graphical Model  Large-scale Networks  Markov Random Field  
Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation Journal article
JOURNAL OF MACHINE LEARNING RESEARCH, 2018,Volume: 18
Authors:  Du, Jian;  Ma, Shaodan;  Wu, Yik-Chung;  Kar, Soummya;  Moura, Jose M. F.
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Graphical Model  Large-scale Networks  Linear Gaussian Model  Markov Random Field  Walk-summability  
Spectral-spatial destriping of hyperspectral image via correntropy based sparse representation and unidirectional Huber-Markov random fields Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2017,Volume: 15,Issue: 6
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing
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Hyperspectral Images  Destriping  Sparse Representation  Markov Random Field  
Spectral-spatial hyperspectral image destriping using sparse learning and spatial unidirection prior Conference paper
2017 3rd IEEE International Conference on Cybernetics, CYBCONF 2017 - Proceedings
Authors:  Wang Y.;  Tang Y.Y.;  Zou C.;  Yang L.
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Convergence analysis of the information matrix in Gaussian Belief Propagation Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, New Orleans, LA, MAR 05-09, 2017
Authors:  Du J.;  Ma S.;  Wu Y.-C.;  Kar S.;  Moura J.M.F.
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Belief Propagation  Graphical Model  Large-scale Networks  Markov Random Field  
An extensive analysis of various texture feature extractors to detect Diabetes Mellitus using facial specific regions Journal article
Computers in Biology and Medicine, 2017,Volume: 83,Page: 69-83
Authors:  Shu, Ting;  Zhang, Bob;  Tang, Yuan Yan
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Texture Feature Analysis  Facial Key Block Analysis  Diabetes Mellitus Detection  Image Gray-scale Histogram  Medical Biometrics  
Spectral-Spatial Hyperspectral Image Destriping Using Sparse Learning and Spatial Unidirection Prior Conference paper
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Zou, Cuiming;  Yang, Lina;  IEEE
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Discovering the core semantics of event from social media Journal article
Future Generation Computer Systems, 2016,Volume: 64,Page: 175-185
Authors:  Liu, Weidong;  Luo, Xiangfeng;  Gong, Zhiguo;  Xuan, Junyu;  Kou, Ngai Meng;  Xu, Zheng
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Structural Atomic Representation for Classification Journal article
IEEE Transactions on Cybernetics, 2015,Volume: 45,Issue: 12,Page: 2905-2913
Authors:  Yuan Yan Tang;  Yulong Wang;  Luoqing Li;  C. L. Philip Chen
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Atomic Representation (Ar)  Bayesian Analysis  Greedy Coordinate Descent  Markov Random Field (Mrf)  Subspace  
An iterated randomized search algorithm for large-scale texture synthesis and manipulations Journal article
The Visual Computer, 2015,Volume: 31,Issue: 11,Page: 1447-1458
Authors:  Chuanyan Hao;  Yadang Chen;  Wen Wu;  Enhua Wu
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Approximate Match Patch  Coherent Propagation  Random Search  Texture Synthesis  Texture Transfer