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Nonparametric Bayesian Correlated Group Regression with Applications to Image Classification Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Volume: 29,Issue: 11,Page: 5330-5344
Authors:  Luo L.;  Yang J.;  Zhang B.;  Jiang J.;  Huang H.
Favorite  |  View/Download:6/0  |  Submit date:2019/04/04
Correlated group regression  expectation-maximization (EM)  robust image classification  scale mixture of matrix Gaussian distribution  sparse Bayesian learning (SBL)  
Nonparametric Bayesian Correlated Group Regression With Applications to Image Classification Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 11,Page: 5330-5344
Authors:  Luo, Lei;  Yang, Jian;  Zhang, Bob;  Jiang, Jielin;  Huang, Heng
Favorite  |  View/Download:7/0  |  Submit date:2019/01/17
Correlated group regression  expectation-maximization (EM)  robust image classification  scale mixture of matrix Gaussian distribution  sparse Bayesian learning (SBL)  
Scalable Online Convolutional Sparse Coding Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018,Volume: 27,Issue: 10,Page: 4850-4859
Authors:  Wang, Yaqing;  Yao, Quanming;  Kwok, James T.;  Ni, Lionel M.
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Online learning  convolutional sparse coding  dictionary learning  
Mixed Noise Removal via Robust Constrained Sparse Representation Journal article
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018,Volume: 28,Issue: 9,Page: 2177-2189
Authors:  Liu, Licheng;  Chen, C. L. Philip;  You, Xinge;  Tang, Yuan Yan;  Zhang, Yushu;  Li, Shutao
Favorite  |  View/Download:15/0  |  Submit date:2018/10/30
Image denoising  robust sparse representation  constrained sparse coding  dictionary learning  nonlocal self-similarity  
Fusing multi-scale information in convolution network for MR image super-resolution reconstruction Journal article
BIOMEDICAL ENGINEERING ONLINE, 2018,Volume: 17
Authors:  Liu, Chang;  Wu, Xi;  Yu, Xi;  Tang, YuanYan;  Zhang, Jian;  Zhou, JiLiu
Favorite  |  View/Download:16/0  |  Submit date:2018/10/30
Super-resolution reconstruction  Multi-scale information fusion  Convolution network  Magnetic resonance imaging  
Clinical evaluation of respiratory gating schemes for different respiratory patterns on myocardial perfusion SPECT Conference paper
JOURNAL OF NUCLEAR MEDICINE, Philadelphia, PA, USA, June 23-26, 2018
Authors:  Duo Zhang;  Hendrik Pretorius;  Greta Mok;  Michael King
Favorite  |  View/Download:4/0  |  Submit date:2019/01/28
Discriminant Projection Representation-based Classification for Vision Recognition Conference paper
The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, USA, February 2–7, 2018
Authors:  Qingxiang Feng;  Yicong Zhou
Favorite  |  View/Download:4/0  |  Submit date:2019/03/26
Robust PCA Using Matrix Factorization for Background/Foreground Separation Journal article
IEEE ACCESS, 2018,Volume: 6,Page: 18945-18953
Authors:  Wang, Shuqin;  Wang, Yongli;  Chen, Yongyong;  Pan, Peng;  Sun, Zhipeng;  He, Guoping
Favorite  |  View/Download:131/0  |  Submit date:2018/10/30
Background/foreground separation  matrix factorization  robust PCA  
Single image super-resolution with non-local balanced low-rank matrix restoration Conference paper
Proceedings - International Conference on Pattern Recognition
Authors:  You X.;  Xue W.;  Lei J.;  Zhang P.;  Cheung Y.-M.;  Tang Y.;  Zhou N.
Favorite  |  View/Download:4/0  |  Submit date:2019/02/11
A Hole Filling Approach Based on Background Reconstruction for View Synthesis in 3D Video Conference paper
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Seattle, WA, JUN 27-30, 2016
Authors:  Luo G.;  Zhu Y.;  Li Z.;  Zhang L.
Favorite  |  View/Download:4/0  |  Submit date:2019/04/04