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From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 3254-3269
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Jiachao Zhang;  Ce Zhu
Favorite |  | TC[WOS]:13 TC[Scopus]:11 | Submit date:2021/03/11
Low-rank  Rank Residual Constraint  Nuclear Norm Minimization  Nonlocal Self-similarity  Group-based Sparse Representation  Image Restoration  
Low-Rank Matrix Recovery via Modified Schatten p Norm Minimization with Convergence Guarantees Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 3132-3142
Authors:  Zhang,Hengmin;  Qian,Jianjun;  Zhang,Bob;  Yang,Jian;  Gong,Chen;  Wei,Yang
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2021/03/11
Convergence Guarantees  Iterative Singular Value Thresholding Algorithm  Kurdyka-łojasiewicz Property  Low-rank Matrix Recovery  Modified Schatten-p Norm  
Class-Specific Reconstruction Transfer Learning for Visual Recognition across Domains Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 2424-2438
Authors:  Wang,Shanshan;  Zhang,Lei;  Zuo,Wangmeng;  Zhang,Bob
Favorite |  | TC[WOS]:14 TC[Scopus]:16 | Submit date:2021/03/11
Cross-domain Learning  Image Classification  Semi-supervised Learning  Transfer Learning  
Deep cascade model-based face recognition: When deep-layered learning meets small data Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 1016-1029
Authors:  Zhang,Lei;  Liu,Ji;  Zhang,Bob;  Zhang,David;  Zhu,Ce
Favorite |  | TC[WOS]:10 TC[Scopus]:20 | Submit date:2021/03/11
Corruption  Deep Cascade Model  Face Recognition  Representation Learning  Softmax Vector  
Learning Discriminant Direction Binary Palmprint Descriptor Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 8,Page: 3808-3820
Authors:  Fei,Lunke;  Zhang,Bob;  Xu,Yong;  Guo,Zhenhua;  Wen,Jie;  Jia,Wei
Favorite |  | TC[WOS]:24 TC[Scopus]:27 | Submit date:2021/03/11
biometrics  direction feature learning  discriminant direction binary code  Palmprint recognition  
3D2SeqViews: Aggregating Sequential Views for 3D Global Feature Learning by CNN with Hierarchical Attention Aggregation Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 8,Page: 3986-3999
Authors:  Han,Zhizhong;  Lu,Honglei;  Liu,Zhenbao;  Vong,Chi Man;  Liu,Yu Shen;  Zwicker,Matthias;  Han,Junwei;  Philip Chen,C. L.
Favorite |  | TC[WOS]:28 TC[Scopus]:36 | Submit date:2021/03/11
3D global feature learning  CNN  hierarchical attention aggregation  sequential views  view aggregation  
A Novel Scheme Based on the Diffusion to Edge Detection Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019,Volume: 28,Issue: 4,Page: 1613-1624
Authors:  He, Yuesheng;  Ni, Lionel M.
Favorite |  | TC[WOS]:9 TC[Scopus]:11 | Submit date:2019/01/17
Image processing  diffusion  edge detection  Sobolev space  Bessel potential  
Content-Adaptive Noise Estimation for Color Images with Cross-Channel Noise Modeling Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 8,Page: 4161-4176
Authors:  Li Dong;  Jiantao Zhou;  Yuan Yan Tang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Color Image Noise Modeling  Noise Estimation  Weakly Textured Patch  
SeqViews2SeqLabels: Learning 3D global features via aggregating sequential views by RNN with attention Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 2,Page: 658-672
Authors:  Han Z.;  Shang M.;  Liu Z.;  Vong C.-M.;  Liu Y.-S.;  Zwicker M.;  Han J.;  Chen C.L.P.
Favorite |  | TC[WOS]:51 TC[Scopus]:68 | Submit date:2019/02/14
3d Feature Learning  Attention  Rnn  Sequential Labels  Sequential Views  View Aggregation