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Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 1423-1438
Authors:  Zhu,Zhiyu;  Hou,Junhui;  Chen,Jie;  Zeng,Huanqiang;  Zhou,Jiantao
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cross-modality  deep learning  Hyperspectral imagery  image fusion  super-resolution  zero-mean normalization  
Learning a Deep Agent to Predict Head Movement in 360-Degree Images Journal article
ACM Transactions on Multimedia Computing, Communications and Applications, 2021,Volume: 16,Issue: 4
Authors:  Zhu,Yucheng;  Zhai,Guangtao;  Min,Xiongkuo;  Zhou,Jiantao
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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
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Zhou,Joey Tianyi;  Zhou,Jiantao;  Wen,Bihan;  Zhu,Ce
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deep prior  hybrid plug-and-play  Image CS  non-local self-similarity  triply complementary priors  
The Prediction of Saliency Map for Head and Eye Movements in 360 Degree Images Journal article
IEEE Transactions on Multimedia, 2020,Volume: 22,Issue: 9,Page: 2331-2344
Authors:  Zhu,Yucheng;  Zhai,Guangtao;  Min,Xiongkuo;  Zhou,Jiantao
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360 degree  center and peripheral vision  head-eye motion  saliency  scanpath  spherical harmonics  VR  
Privacy-Preserving distributed deep learning based on secret sharing Journal article
Information Sciences, 2020,Volume: 527,Page: 108-127
Authors:  Duan,Jia;  Zhou,Jiantao;  Li,Yuanman
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Deep neural network  Distributed deep learning  Privacy preserving  Secret sharing  Secure multi-party computation  
Reconciliation of group sparsity and low-rank models for image restoration Conference paper
Proceedings - IEEE International Conference on Multimedia and Expo
Authors:  Zha,Zhiyuan;  Wen,Bihan;  Yuan,Xin;  Zhou,Jiantao;  Zhu,Ce
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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
Authors:  Xu,Shuning;  Yan,Junbing;  Hu,Menghan;  Li,Qingli;  Zhou,Jiantao
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Inception  No reference subjec¬tive image quality assessment  Smartphone camera  
First Steps Toward Concealing the Traces Left by Reversible Image Data Hiding Journal article
IEEE Transactions on Circuits and Systems II: Express Briefs, 2020,Volume: 67,Issue: 5,Page: 951-955
Authors:  Dong,Li;  Zhou,Jiantao;  Sun,Weiwei;  Yan,Diqun;  Wang,Rangding
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concealment  embedding traces  Reversible image data hiding  
A Hybrid Structural Sparse Error Model for Image Deblocking Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Zhou,Jiantao;  Zhu,Ce;  Wen,Bihan
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Hybrid structural sparse error  image deblocking  nonlocal self-similarity  structural sparse representation  
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 5094-5109
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Wen,Bihan;  Zhou,Jiantao;  Zhang,Jiachao;  Zhu,Ce
Favorite |  | TC[WOS]:11 TC[Scopus]:11 | Submit date:2021/03/11
Adaptive dictionary  Compressive sensing  GSC  Image restoration  Nuclear norm  Rank minimization  Sparse coding  Weighted ℓp-norm minimization