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Robust Image Forgery Detection over Online Social Network Shared Images Conference paper
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, New Orleans, Louisiana, 2022-07-19
Authors:  Haiwei Wu;  Jiantao Zhou;  Jinyu Tian;  Jun Liu
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Multi-stage Curvature-guided Network 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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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  
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
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Deep Neural Networks  Generalizability  Inpainting Forensics  
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
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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  
An Edge-Aware Transformer Framework for Image Inpainting Detection Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Hu, Liangpei;  Li, Yuanman;  You, Jiaxiang;  Liang, Rongqin;  Li, Xia
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Cross attention  Inpainting forensics  Transformer  
A Hybrid Structural Sparsication Error Model for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Alex Chichung Kot
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GIID-NET: GENERALIZABLE IMAGE INPAINTING DETECTION NETWORK Conference paper
Proceedings - International Conference on Image Processing, ICIP, Anchorage, AK, USA, 19-22 September 2021
Authors:  Wu, Haiwei;  Zhou, Jiantao
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Deep Neural Networks  Generalizability  Inpainting Forensics  
Group Sparsity Residual Constraint with Non-Local Priors for Image Restoration Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8960-8975
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Ce Zhu
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Group Sparse Representation  Group Sparsity Residual Constraint  Image Restoration  Nonlocal Self-similarity  
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8561-8576
Authors:  Zhiyuan Zha;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Bihan Wen
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Image Restoration  Structural Sparse Representation  Simultaneous Nonlocal Self-similarity  Gaussian Mixture Model  Adaptive Parameter Adjusting