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Data Representation by Joint Hypergraph Embedding and Sparse Coding Journal article
IEEE Transactions on Knowledge and Data Engineering, 2022,Volume: 34,Issue: 5,Page: 2106-2119
Authors:  Zhong, Guo;  Pun, Chi Man
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2022/05/13
Data Clustering  Data Representation  Hypergraph Learning  Kernel Trick  Matrix Factorization  
Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising Conference paper
Singapore, Singapore, 23-27 May 2022
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/07/07
Multi-stage Curvature-guided Net- work for Progressive Single Image Reflection Removal Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022
Authors:  Binbin Song;  Jiantao Zhou;  Haiwei Wu
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LMSVCR: novel effective method of semi-supervised multi-classification Journal article
Neural Computing and Applications, 2022,Volume: 34,Issue: 5,Page: 3857-3873
Authors:  Dong, Zijie;  Qin, Yimo;  Zou, Bin;  Xu, Jie;  Tang, Yuan Yan
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/03/28
Laplacian Svm  Learning Rate  Multi-classification  Semi-supervised Learning  Support Vector Classification-regression  
IID-Net: Image Inpainting Detection Network via Neural Architecture Search and Attention Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022,Volume: 32,Issue: 3,Page: 1172-1185
Authors:  Wu, Haiwei;  Zhou, Jiantao
Adobe PDF | Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/03/28
Deep Neural Networks  Generalizability  Inpainting Forensics  
Robust Image Forgery Detection Against Transmission over Online Social Networks Journal article
IEEE Transactions on Information Forensics and Security, 2022,Volume: 17,Page: 443-456
Authors:  Wu, Haiwei;  Zhou, Jiantao;  Tian, Jinyu;  Liu, Jun;  Qiao, Yu
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Deep Neural Networks  Image Forgery Detection  Robustness  Social Networks  
Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Adobe PDF | Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2022/05/17
Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis  
Tensorial Multiview Representation for Saliency Detection via Nonconvex Approach Journal article
IEEE Transactions on Cybernetics, 2022
Authors:  Sun, Xiaoli;  Zhang, Xiujun;  Xu, Chen;  Xiao, Mingqing;  Tang, Yuanyan
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2022/05/17
Correlation  Feature Extraction  Log-determinant Function  Mathematical Models  Minimization  Object Detection  Saliency Detection  Salient Object Detection  Sliced Laplacian Regularization  Tensor Group Sparse  Tensorial Feature Representation  Tensors  
Tensor-Based Robust Principal Component Analysis with Locality Preserving Graph and Frontal Slice Sparsity for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Wang, Yingxu;  Li, Tianjun;  Chen, Long;  Yu, Yufeng;  Zhao, Yinping;  Zhou, Jin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/17
Frontal Slice Sparsity  Hyperspectral Image Classification  Locality Preserving Graph  Tensor-based Robust Principal Component Analysis (Pca)  
LiteWSC: A Lightweight Framework for Web-Scale Spectral Clustering Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Yang, Geping;  Deng, Sucheng;  Yang, Yiyang;  Gong, Zhiguo;  Chen, Xiang;  Hao, Zhifeng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Data quantization  Machine learning  Scalability  Spectral clustering