Jian Zhang

Associate Professor

Peking University

Publications

Di You, Jian Zhang, Jingfen Xie, Bin Chen, Siwei Ma. COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing. IEEE Trans. Image Process., 2021.
Xiang Zhang, Siwei Ma, Shiqi Wang, Jian Zhang, Huifang Sun, Wen Gao. Divisively Normalized Sparse Coding: Toward Perceptual Visual Signal Representation. IEEE Trans. Cybern., 2021.
Mengxi Jia, Xinhua Cheng, Yunpeng Zhai, Shijian Lu, Siwei Ma, Yonghong Tian, Jian Zhang. Matching on Sets: Conquer Occluded Person Re-identification Without Alignment. Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021.
Jianhui Chang, Zhenghui Zhao, Lingbo Yang, Chuanmin Jia, Jian Zhang, Siwei Ma. Thousand to One: Semantic Prior Modeling for Conceptual Coding. CoRR, 2021.
Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang. A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification. Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020.
Jianhui Chang, Zhenghui Zhao, Chuanmin Jia, Shiqi Wang, Lingbo Yang, Jian Zhang, Siwei Ma. Conceptual Compression via Deep Structure and Texture Synthesis. CoRR, 2020.
Yuqing Liu, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Iterative Network for Image Super-Resolution. CoRR, 2020.
Xiang Zhang, Jiarui Sun, Siwei Ma, Zhouchen Lin, Jian Zhang, Shiqi Wang, Wen Gao. Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding. IEEE Trans. Image Process., 2018.
Zhao Wang, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma. Probabilistic Decision Based Block Partitioning for Future Video Coding. IEEE Trans. Image Process., 2018.
Zhao Wang, Shiqi Wang, Jian Zhang, Siwei Ma. Adaptive Progressive Motion Vector Resolution Selection Based on Rate-Distortion Optimization. IEEE Trans. Image Process., 2017.
Zhao Wang, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma. Effective Quadtree Plus Binary Tree Block Partition Decision for Future Video Coding. 2017 Data Compression Conference, DCC 2017, Snowbird, UT, USA, April 4-7, 2017, 2017.
Siwei Ma, Xiang Zhang, Shiqi Wang, Jian Zhang, Huifang Sun, Wen Gao. Entropy of Primitive: From Sparse Representation to Visual Information Evaluation. IEEE Trans. Circuits Syst. Video Technol., 2017.
Xiang Zhang, Siwei Ma, Zhouchen Lin, Jian Zhang, Shiqi Wang, Wen Gao. Globally Variance-Constrained Sparse Representation for Rate-Distortion Optimized Image Representation. 2017 Data Compression Conference, DCC 2017, Snowbird, UT, USA, April 4-7, 2017, 2017.
Xinfeng Zhang, Ruiqin Xiong, Weisi Lin, Jian Zhang, Shiqi Wang, Siwei Ma, Wen Gao. Low-Rank-Based Nonlocal Adaptive Loop Filter for High-Efficiency Video Compression. IEEE Trans. Circuits Syst. Video Technol., 2017.
Chen Zhao, Jian Zhang, Siwei Ma, Xiaopeng Fan, Yongbing Zhang, Wen Gao. Reducing Image Compression Artifacts by Structural Sparse Representation and Quantization Constraint Prior. IEEE Trans. Circuits Syst. Video Technol., 2017.
Shiqi Wang, Xinfeng Zhang, Xianming Liu, Jian Zhang, Siwei Ma, Wen Gao. Utility-Driven Adaptive Preprocessing for Screen Content Video Compression. IEEE Trans. Multim., 2017.
Chen Zhao, Siwei Ma, Jian Zhang, Ruiqin Xiong, Wen Gao. Video Compressive Sensing Reconstruction via Reweighted Residual Sparsity. IEEE Trans. Circuits Syst. Video Technol., 2017.
Zhao Wang, Jian Zhang, Nan Zhang, Siwei Ma. Adaptive Motion Vector Resolution Scheme for Enhanced Video Coding. 2016 Data Compression Conference, DCC 2016, Snowbird, UT, USA, March 30 - April 1, 2016, 2016.
Chen Zhao, Jian Zhang, Siwei Ma, Wen Gao. Compressive-Sensed Image Coding via Stripe-based DPCM. 2016 Data Compression Conference, DCC 2016, Snowbird, UT, USA, March 30 - April 1, 2016, 2016.
Jian Zhang, Ruiqin Xiong, Chen Zhao, Yongbing Zhang, Siwei Ma, Wen Gao. CONCOLOR: Constrained Non-Convex Low-Rank Model for Image Deblocking. IEEE Trans. Image Process., 2016.
Chuanmin Jia, Xiang Zhang, Jian Zhang, Shiqi Wang, Siwei Ma. Deep convolutional network based image quality enhancement for low bit rate image compression. 2016 Visual Communications and Image Processing, VCIP 2016, Chengdu, China, November 27-30, 2016, 2016.
Xiang Zhang, Jiarui Sun, Siwei Ma, Zhouchen Lin, Jian Zhang, Shiqi Wang, Wen Gao. Globally Variance-Constrained Sparse Representation for Image Set Compression. CoRR, 2016.
Ruiqin Xiong, Hangfan Liu, Xinfeng Zhang, Jian Zhang, Siwei Ma, Feng Wu, Wen Gao. Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal Similarity. IEEE Trans. Image Process., 2016.
Shurun Wang, Zhenghui Zhao, Xiang Zhang, Jian Zhang, Shiqi Wang, Siwei Ma, Wen Gao. Improved entropy of primitive for visual information estimation. 2016 Visual Communications and Image Processing, VCIP 2016, Chengdu, China, November 27-30, 2016, 2016.
Zhao Wang, Shiqi Wang, Jian Zhang, Siwei Ma. Local-constrained quadtree plus binary tree block partition structure for enhanced video coding. 2016 Visual Communications and Image Processing, VCIP 2016, Chengdu, China, November 27-30, 2016, 2016.
Lei Zhao, Jian Zhang, Siwei Ma, Wen Gao. Mode-dependent pixel-wise motion refinement for HEVC. 2016 IEEE International Conference on Image Processing, ICIP 2016, Phoenix, AZ, USA, September 25-28, 2016, 2016.
Chen Zhao, Jian Zhang, Siwei Ma, Wen Gao. Nonconvex Lp Nuclear Norm based ADMM Framework for Compressed Sensing. 2016 Data Compression Conference, DCC 2016, Snowbird, UT, USA, March 30 - April 1, 2016, 2016.
Siwei Ma, Xinfeng Zhang, Jian Zhang, Chuanmin Jia, Shiqi Wang, Wen Gao. Nonlocal In-Loop Filter: The Way Toward Next-Generation Video Coding?. IEEE Multim., 2016.
Jian Zhang, Chuanmin Jia, Nan Zhang, Siwei Ma, Wen Gao. Structure-driven Adaptive Non-local Filter for High Efficiency Video Coding (HEVC). 2016 Data Compression Conference, DCC 2016, Snowbird, UT, USA, March 30 - April 1, 2016, 2016.
Chen Zhao, Jian Zhang, Siwei Ma, Ruiqin Xiong, Wen Gao. A dual structured-sparsity model for compressive-sensed video reconstruction. 2015 Visual Communications and Image Processing, VCIP 2015, Singapore, December 13-16, 2015, 2015.
Jian Zhang, Siwei Ma, Yongbing Zhang, Wen Gao. Image deblocking using group-based sparse representation and quantization constraint prior. 2015 IEEE International Conference on Image Processing, ICIP 2015, Quebec City, QC, Canada, September 27-30, 2015, 2015.
Jian Zhang, Chuanmin Jia, Siwei Ma, Wen Gao. Non-Local Structure-Based Filter for Video Coding. 2015 IEEE International Symposium on Multimedia, ISM 2015, Miami, FL, USA, December 14-16, 2015, 2015.
Jian Zhang, Debin Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao. Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain. IEEE Trans. Circuits Syst. Video Technol., 2014.
Chen Zhao, Siwei Ma, Jian Zhang, Wen Gao. A highly effective error concealment method for whole frame loss. 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), Beijing, China, May 19-23, 2013, 2013.
Jian Zhang, Shaohui Liu, Ruiqin Xiong, Siwei Ma, Debin Zhao. Improved total variation based image compressive sensing recovery by nonlocal regularization. 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), Beijing, China, May 19-23, 2013, 2013.
Chen Zhao, Jian Zhang, Siwei Ma, Wen Gao. Wavelet inpainting driven image compression via collaborative sparsity at low bit rates. IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, September 15-18, 2013, 2013.
Jian Zhang, Debin Zhao, Chen Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao. Compressed Sensing Recovery via Collaborative Sparsity. 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012.
Jian Zhang, Ruiqin Xiong, Chen Zhao, Siwei Ma, Debin Zhao. Exploiting Image Local and Nonlocal Consistency for Mixed Gaussian-Impulse Noise Removal. Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, ICME 2012, Melbourne, Australia, July 9-13, 2012, 2012.
Xinwei Gao, Jian Zhang, Feng Jiang, Xiaopeng Fan, Siwei Ma, Debin Zhao. High Quality Image Interpolation via Local Autoregressive and Nonlocal 3-D Sparse Regularization. CoRR, 2012.
Xinwei Gao, Jian Zhang, Feng Jiang, Xiaopeng Fan, Siwei Ma, Debin Zhao. High-quality image interpolation via local autoregressive and nonlocal 3-D sparse regularization. 2012 Visual Communications and Image Processing, VCIP 2012, San Diego, CA, USA, November 27-30, 2012, 2012.
Jian Zhang, Debin Zhao, Chen Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao. Image Compressive Sensing Recovery via Collaborative Sparsity. IEEE J. Emerg. Sel. Topics Circuits Syst., 2012.
Jian Zhang, Siwei Ma, Ruiqin Xiong, Debin Zhao, Wen Gao. Image Primitive Coding and Visual Quality Assessment. Advances in Multimedia Information Processing - PCM 2012 - 13th Pacific-Rim Conference on Multimedia, Singapore, December 4-6, 2012. Proceedings, 2012.
Jian Zhang, Chen Zhao, Ruiqin Xiong, Siwei Ma, Debin Zhao. Image super-resolution via dual-dictionary learning and sparse representation. 2012 IEEE International Symposium on Circuits and Systems, ISCAS 2012, Seoul, Korea (South), May 20-23, 2012, 2012.
Jian Zhang, Ruiqin Xiong, Siwei Ma, Debin Zhao. High-quality image restoration from partial random samples in spatial domain. 2011 IEEE Visual Communications and Image Processing, VCIP 2011, Tainan, Taiwan, November 6-9, 2011, 2011.
Yongbing Zhang, Jian Zhang, Ruiqin Xiong, Debin Zhao, Siwei Ma. Low bit-rate image coding via interpolation oriented adaptive down-sampling. Visual Communications and Image Processing 2010, VCIP 2010, Huangshan, China, 11-14 July 2010, 2010.
Jian Zhang, Siwei Ma, Yongbing Zhang, Debin Zhao. Fast and Effective Interpolation Using Median Filter. Advances in Multimedia Information Processing - PCM 2009, 10th Pacific Rim Conference on Multimedia, Bangkok, Thailand, December 15-18, 2009 Proceedings, 2009.