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Radar and Rain Gauge Merging-Based Precipitation Estimation via Geographical-Temporal Attention Continuous Conditional Random Field 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 9, 页码: 5558-5571
Authors:  Tang, Yongqiang;  Yang, Xuebing;  Zhang, Wensheng;  Zhang, Guoping
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Continuous Conditional Random Field (Ccrf)  Merging Method  Precipitation Estimation  Spatiotemporal Correlation  
Computational Model Based on Neural Network of Visual Cortex for Human Action Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1427-1440
Authors:  Liu, Haihua;  Shu, Na;  Tang, Qiling;  Zhang, Wensheng
Favorite  |  View/Download:53/0  |  Submit date:2018/10/10
Action Recognition  Classical Receptive Field (Rf)  Spiking Neural Networks (Snns)  Surround Suppression  Visual Cortex  
The Twist Tensor Nuclear Norm for Video Completion 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 12, 页码: 2961-2973
Authors:  Hu, Wenrui;  Tao, Dacheng;  Zhang, Wensheng;  Xie, Yuan;  Yang, Yehui;  Wensheng Zhang
View  |  Adobe PDF(24685Kb)  |  Favorite  |  View/Download:162/57  |  Submit date:2016/10/22
Low-rank Tensor Estimation (Lrte)  Tensor Multirank  Tensor Nuclear Norm (Tnn)  Twist Tensor  Video Completion  
Temporal Restricted Visual Tracking Via Reverse-Low-Rank Sparse Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 2, 页码: 485-498
Authors:  Yang, Yehui;  Hu, Wenrui;  Xie, Yuan;  Zhang, Wensheng;  Zhang, Tianzhu;  Wensheng Zhang
View  |  Adobe PDF(4881Kb)  |  Favorite  |  View/Download:224/108  |  Submit date:2016/10/22
Low-rank  Sparse Representation  Temporal Restriction  Visual Tracking  
Moving Object Detection Using Tensor-Based Low-Rank and Saliently Fused-Sparse Decomposition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 2, 页码: 724-737
Authors:  Hu, Wenrui;  Yang, Yehui;  Zhang, Wensheng;  Xie, Yuan
View  |  Adobe PDF(13016Kb)  |  Favorite  |  View/Download:140/59  |  Submit date:2017/09/12
Moving Object Detection  Tensor Nuclear Norm  Tensor Total Variation  Space-time Visual Saliency  
Learning a Coupled Linearized Method in Online Setting 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 2, 页码: 438-450
Authors:  Xue, Wei;  Zhang, Wensheng
Favorite  |  View/Download:63/0  |  Submit date:2017/05/05
Alternating Minimization  Convex Optimization  Linearized Operation  Online Learning  Regret Bound  
Depression Disorder Classification of fMRI Data Using Sparse Low-Rank Functional Brain Network and Graph-Based Features 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2017, 卷号: 2017, 期号: 2017, 页码: 1
Authors:  Wang, Xin;  Ren, Yanshuang;  Zhang, Wensheng;  Zhang Wensheng
View  |  Adobe PDF(4790Kb)  |  Favorite  |  View/Download:87/16  |  Submit date:2017/06/20
Depression  Classification  Fmri  Sparse Low-rank  
Weighted Schatten p-Norm Minimization for Image Denoising and Background Subtraction 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 10, 页码: 4842-4857
Authors:  Xie, Yuan;  Gu, Shuhang;  Liu, Yan;  Zuo, Wangmeng;  Zhang, Wensheng;  Zhang, Lei;  Yuan Xie
View  |  Adobe PDF(7732Kb)  |  Favorite  |  View/Download:217/106  |  Submit date:2016/10/26
Low Rank  Weighted Schatten P-norm  Low-level Vision  
Removing Turbulence Effect via Hybrid Total Variation and Deformation-Guided Kernel Regression 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 10, 页码: 4943-4958
Authors:  Xie, Yuan;  Zhang, Wensheng;  Tao, Dacheng;  Hu, Wenrui;  Qu, Yanyun;  Wang, Hanzi;  Yuan Xie
View  |  Adobe PDF(9193Kb)  |  Favorite  |  View/Download:158/43  |  Submit date:2016/10/22
Image Restoration  Atmospheric Turbulence  Total Variation  Deformation-guided Kernel  
Hyperspectral Image Restoration via Iteratively Regularized Weighted Schatten p-Norm Minimization 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 卷号: 54, 期号: 8, 页码: 4642-4659
Authors:  Xie, Yuan;  Qu, Yanyun;  Tao, Dacheng;  Wu, Weiwei;  Yuan, Qiangqiang;  Zhang, Wensheng
View  |  Adobe PDF(12005Kb)  |  Favorite  |  View/Download:218/54  |  Submit date:2016/03/30
Hyperspectral Image (Hsi)  Low-rank Matrix Approximation (Lrma)  Restoration  Weighted Schatten P-norm (Wsn)