UM

Browse/Search Results:  1-10 of 10 Help

Selected(0)Clear Items/Page:    Sort:
Higher-order potentials for video object segmentation in bilateral space Journal article
Neurocomputing, 2020,Volume: 401,Page: 28-35
Authors:  Hao,Chuanyan;  Chen,Yadang;  Yang,Zhi Xin;  Wu,Enhua
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Bilateral space  Higher-order  Markov random field  Object segmentation  Video  
Outdoor Shadow Estimating Using Multiclass Geometric Decomposition Based on BLS Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 5,Page: 2152-2165
Authors:  Chen,Zhihua;  Gao,Ting;  Sheng,Bin;  Li,Ping;  Chen,C. L.Philip
Favorite |  | TC[WOS]:1 TC[Scopus]:4 | Submit date:2021/03/09
Broad learning system (BLS)  illumination estimating  Markov random field (MRF)  multiclass integrating  shadow synthesis  
Convergence analysis of distributed inference with vector-valued Gaussian belief propagation Journal article
Journal of Machine Learning Research, 2018,Volume: 18,Page: 1-38
Authors:  Du,Jian;  Ma,Shaodan;  Wu,Yik Chung;  Kar,Soummya;  Moura,José M.F.
Favorite |  | TC[WOS]:0 TC[Scopus]:10 | Submit date:2021/03/11
Graphical Model  Large-Scale Networks  Linear Gaussian Model  Markov Random Field  Walk-summability  
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.
Favorite |  | TC[WOS]:0 TC[Scopus]:4 | Submit date:2019/02/14
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.
Favorite |  | TC[WOS]:5 TC[Scopus]:0 | Submit date:2018/10/30
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
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2018/10/30
Hyperspectral Images  Destriping  Sparse Representation  Markov Random Field  
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.
Favorite |  | TC[WOS]:6 TC[Scopus]:11 | Submit date:2019/02/14
Belief Propagation  Graphical Model  Large-scale Networks  Markov Random Field  
Structural atomic representation for classification Journal article
IEEE Transactions on Cybernetics, 2015,Volume: 45,Issue: 12,Page: 2905-2913
Authors:  Tang,Yuan Yan;  Wang,Yulong;  Li,Luoqing;  Chen,C. L.Philip
Favorite |  | TC[WOS]:9 TC[Scopus]:9 | Submit date:2021/03/09
Atomic representation (AR)  Bayesian analysis  greedy coordinate descent  Markov random field (MRF)  subspace  
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
Favorite |  | TC[WOS]:9 TC[Scopus]:9 | Submit date:2019/02/11
Atomic Representation (Ar)  Bayesian Analysis  Greedy Coordinate Descent  Markov Random Field (Mrf)  Subspace  
L2 restoration of l∞-decoded images via soft-decision estimation Journal article
IEEE Transactions on Image Processing, 2012,Volume: 21,Issue: 12,Page: 4797-4807
Authors:  Zhou J.;  Wu X.;  Zhang L.
Favorite |  | TC[WOS]:9 TC[Scopus]:9 | Submit date:2018/12/22
Context Modeling  Image Restoration Markov Random Field  Mrf  Near-lossless Image Coding