| Group-based sparse representation for image restoration J Zhang, D Zhao, W Gao IEEE Transactions on Image Processing 23 (8), 3336-3351, 2014 | 390 | 2014 |
| Image restoration using joint statistical modeling in a space-transform domain J Zhang, D Zhao, R Xiong, S Ma, W Gao IEEE Transactions on Circuits and Systems for Video Technology 24 (6), 915-928, 2014 | 126 | 2014 |
| Image compressive sensing recovery via collaborative sparsity J Zhang, D Zhao, C Zhao, R Xiong, S Ma, W Gao IEEE Journal on Emerging and Selected Topics in Circuits and Systems 2 (3 …, 2012 | 117 | 2012 |
| Image compressive sensing recovery using adaptively learned sparsifying basis via L0 minimization J Zhang, C Zhao, D Zhao, W Gao Signal Processing 103, 114-126, 2014 | 102 | 2014 |
| Improved total variation based image compressive sensing recovery by nonlocal regularization J Zhang, S Liu, R Xiong, S Ma, D Zhao 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2836-2839, 2013 | 82 | 2013 |
| ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing J Zhang, B Ghanem IEEE Computer Vision and Pattern Recognition (CVPR 2018), 1828-1837, 2018 | 70 | 2018 |
| Image denoising via adaptive soft-thresholding based on non-local samples H Liu, R Xiong, J Zhang, W Gao Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015 | 70 | 2015 |
| Utility-driven adaptive preprocessing for screen content video compression S Wang, X Zhang, X Liu, J Zhang, S Ma, W Gao IEEE Transactions on Multimedia 19 (3), 660-667, 2016 | 69 | 2016 |
| Structural group sparse representation for image compressive sensing recovery J Zhang, D Zhao, F Jiang, W Gao 2013 Data Compression Conference, 331-340, 2013 | 69 | 2013 |
| Interpolation-dependent image downsampling Y Zhang, D Zhao, J Zhang, R Xiong, W Gao IEEE Transactions on Image Processing 20 (11), 3291-3296, 2011 | 68 | 2011 |
| Image super-resolution via dual-dictionary learning and sparse representation J Zhang, C Zhao, R Xiong, S Ma, D Zhao 2012 IEEE International Symposium on Circuits and Systems, 1688-1691, 2012 | 59 | 2012 |
| CONCOLOR: COnstrained Non-COnvex LOw-Rank Model for Image Deblocking J Zhang, R Xiong, C Zhao, Y Zhang, S Ma, W Gao IEEE Transactions on Image Processing 25 (3), 1246-1259, 2016 | 56 | 2016 |
| CCR: Clustering and Collaborative Representation for Fast Single Image Super-Resolution Y Zhang, Y Zhang, J Zhang, Q Dai IEEE Transactions on Multimedia 18 (3), 405-417, 2016 | 49 | 2016 |
| Compressed sensing recovery via collaborative sparsity J Zhang, D Zhao, C Zhao, R Xiong, S Ma, W Gao 2012 Data Compression Conference, 287-296, 2012 | 47 | 2012 |
| Video Compressive Sensing Reconstruction via Reweighted Residual Sparsity C Zhao, S Ma, J Zhang, R Xiong, W Gao IEEE Transactions on Circuits Systems and Video Technology, 2016 | 46 | 2016 |
| Image denoising via bandwise adaptive modeling and regularization exploiting nonlocal similarity R Xiong, H Liu, X Zhang, J Zhang, S Ma, F Wu, W Gao IEEE Transactions on Image Processing 25 (12), 5793-5805, 2016 | 42 | 2016 |
| Structure-aware local sparse coding for visual tracking Y Qi, L Qin, J Zhang, S Zhang, Q Huang, MH Yang IEEE Transactions on Image Processing 27 (8), 3857-3869, 2018 | 36 | 2018 |
| Low-rank-based nonlocal adaptive loop filter for high-efficiency video compression X Zhang, R Xiong, W Lin, J Zhang, S Wang, S Ma, W Gao IEEE Transactions on Circuits and Systems for Video Technology 27 (10), 2177 …, 2016 | 33 | 2016 |
| Reducing Image Compression Artifacts by Structural Sparse Representation and Quantization Constraint Prior C Zhao, J Zhang, S Ma, X Fan, W Zhang, Yongbing, Gao IEEE Transactions on Circuits Systems and Video Technology, 2016 | 33 | 2016 |
| Power distortion optimization for uncoded linear transformed transmission of images and videos R Xiong, J Zhang, F Wu, J Xu, W Gao IEEE Transactions on Image Processing 26 (1), 222-236, 2016 | 28 | 2016 |
Wen Gao（高文）Professor of Computer Science, Peking UniversityVerified email at pku.edu.cn
