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Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning Journal article
IEEE Transactions on Image Processing, 2020,Volume: 30,Page: 1423-1438
Authors:  Zhiyu Zhu;  Junhui Hou;  Jie Chen;  Huanqiang Zeng;  Jiantao Zhou
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Hyperspectral Imagery  Super-resolution  Image Fusion  Deep Learning  Zero-mean Normalization  Cross-modality  
Learning a Deep Agent to Predict Head Movement in 360-Degree Images Journal article
ACM Transactions on Multimedia Computing, Communications and Applications, 2020,Volume: 16,Issue: 4
Authors:  YUCHENG ZHU;  GUANGTAO ZHAI;  XIONGKUO MIN;  JIANTAO ZHOU
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360 Degree  Deep Reinforcement Learning (Drl)  Head Movement Prediction  Omnidirectional  Panoramic  Saliency  Vr  
The Power of Triply Complementary Priors for Image Compressive Sensing Conference paper
Proceedings - International Conference on Image Processing, ICIP, Abu Dhabi, United Arab Emirates, 25-28 Oct. 2020
Authors:  Zhiyuan Zha;  Xin Yuan;  Joey Tianyi Zhou;  Jiantao Zhou;  Bihan Wen;  Ce Zhu
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Deep Prior  Hybrid Plug-and-play  Image Cs  Non-local Self-similarity  Triply Complementary Priors  
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  
Image Restoration Using Joint Patch-Group-Based Sparse Representation Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 7735-7750
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiachao Zhang;  Jiantao Zhou;  Ce Zhu
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Sparse Representation  Jpg-sr  Nonlocal Self-similarity  Image Restoration  Admm  
Reconciliation of group sparsity and low-rank models for image restoration Conference paper
Proceedings - IEEE International Conference on Multimedia and Expo, London, UK, 6-10 July 2020
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
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Adaptive Parameter Adjustment  Alternating Minimization  Group Sparse Coding  Image Restoration  Low-rank Regularized Group Sparse Coding  
Quality assessment model for smartphone camera photo based on inception network with residual module and batch normalization Conference paper
2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020, London, UK, 6-10 July 2020
Authors:  Shuning Xu;  Junbing Yan;  Menghan Hu;  Qingli Li;  Jiantao Zhou
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Inception  No Reference Subjec¬tive Image Quality Assessment  Smartphone Camera  
A Hybrid Structural Sparse Error Model for Image Deblocking Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Barcelona, Spain, 4-8 May 2020
Authors:  Zhiyuan Zha;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Bihan Wen
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Hybrid Structural Sparse Error  Image Deblocking  Nonlocal Self-similarity  Structural Sparse Representation  
Study of Subjective and Objective Quality Assessment of Audio-Visual Signals Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 6054-6068
Authors:  Xiongkuo Min;  Guangtao Zhai;  Jiantao Zhou;  Mylène C. Q. Farias;  Alan Conrad Bovik
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Quality Assessment  Audio-visual Quality  Video Quality  Audio Quality  Multimodal Fusion