Jian Zhang


Dr. Jian Zhang

Email:
[email protected]
Homepage: https://jianzhang.tech

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Biography




Biography

Dr. Jian Zhang received B.Sc. degree from Department of Mathematics, Harbin Institute of Technology (HIT), Harbin, China, in 2007, and received M.Eng. and Ph. D degrees under the supervision of Prof. Debin Zhao from School of Computer Science and Technology, HIT, in 2009 and 2014, respectively.

He was the recipient of the Best Paper Award and Best Student Paper Award at IEEE International Conference on Visual Communication and Image Processing (VCIP) in 2011 and 2015, respectively. In July 2016, he established WeChat Official Accout "V-Together", which has already more than 4000 people to subscribe.

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Codes

Publications  Google Scholar

-Journal Articles

  1. Probabilistic Decision Based Block Partitioning for Future Video Coding [PDF]
    Zhao Wang, Shiqi Wang, Jian Zhang, Shangshe Wang, Siwei Ma
    IEEE Transactions on Image Processing
    (TIP), vol. 27, no. 3, pp. 1475-1486, Mar. 2018.

  2. Structure-aware Local Sparse Coding for Visual Tracking [PDF]
    YuanKai Qi, Lei Qin, Jian Zhang, Shengping Zhang, Qingming Huang, Ming-Hsuan Yang
    IEEE Transactions on Image Processing (TIP), vol. 99, no. 99, 2018.

  3. Fourier ptychographic microscopy with sparse representation [PDF]
    Yongbing Zhang, Pengming Song, Jian Zhang, Qionghai Dai
    Scientific Reports (SR), 2017.

  4. Collaborative Representation Cascade for Single-Image Super-Resolution [PDF]
    Yongbing Zhang, Yulun Zhang, Jian Zhang, Dong Xu, Yun Fu, Yisen Wang, Qionghai Dai
    IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC), vol. PP, no. 99, pp. 1-16, 2017.

  5. Power-Distortion Optimization for Uncoded Linear Transformed Transmission of Images and Videos [PDF]
    Ruiqin Xiong, Jian Zhang, Feng Wu, Jizheng Xu, Wen Gao
    IEEE Transactions on Image Processing (TIP), vol. 26, no. 1, pp. 222-236, Jan. 2017.

  6. Reducing Image Compression Artifacts by Structural Sparse Representation and Quantization Constraint Prior [PDF] [Code]
    Chen Zhao, Jian Zhang, Siwei Ma, Xiaopeng Fan, Yongbing Zhang, Wen Gao
    IEEE Transactions on Circuits Systems and Video Technology (TCSVT), vol. 27, no. 10, pp. 2057-2071, Oct. 2017..

  7. Video Compressive Sensing Reconstruction via Reweighted Residual Sparsity [PDF] [Code]
    Chen Zhao, Siwei Ma, Jian Zhang, Ruiqin Xiong, Wen Gao
    IEEE Transactions on Circuits Systems and Video Technology (TCSVT), vol. 27, no. 6, pp. 1182-1195, Jun. 2017.

  8. Adaptive Progressive Motion Vector Resolution Selection Based on Rate-Distortion Optimization [PDF]
    Zhao Wang, Shiqi Wang, Jian Zhang, Siwei Ma
    IEEE Transactions on Image Processing (TIP), vol. 26, no. 1. pp. 400-413, Jan. 2017.

  9. Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal Similarity [PDF]
    Ruiqin Xiong, Hangfan Liu, Xinfeng Zhang, Jian Zhang, Siwei Ma, Feng Wu, Wen Gao
    IEEE Transactions on Image Processing (TIP), vol. 25, no. 12, pp. 5793–5805, Dec. 2016.

  10. Low-Rank based Nonlocal Adaptive Loop Filter for High Efficiency Video Compression [PDF]
    Xinfeng Zhang, Ruiqin Xiong, Weisi Lin, Jian Zhang, Shiqi Wang, Siwei Ma, Wen Gao
    IEEE Transactions on Circuits Systems and Video Technology (TCSVT), vol. 27, no. 10, pp. 2077-2088, Oct. 2017..

  11. Utility-Driven Adaptive Preprocessing for Screen Content Video Compression [PDF]
    Shiqi Wang, Xinfeng Zhang, Xianming Liu, Jian Zhang, Siwei Ma, Wen Gao
    IEEE Transactions on Multimedia (TMM), vol. 19, no. 3, pp. 660-667, Mar. 2017.,

  12. Entropy of Primitive: From Sparse Representation to Visual Information Evaluation [PDF] [Code]
    Siwei Ma, Xiang Zhang, Shiqi Wang, Jian Zhang, Huifang Sun, Wen Gao
    IEEE Transactions on Circuits Systems and Video Technology (TCSVT), vol. 27, no. 2, pp. 249-260, Feb. 2017.

  13. CCR: Clustering and Collaborative Representation for Fast Single Image Super-Resolution [PDF] [Code]
    Yongbing Zhang, Yulun Zhang, Jian Zhang, Qionghai Dai
    IEEE Transactions on Multimedia (TMM), vol. 18, no. 3, pp. 405-417, Mar. 2016.

  14. CONCOLOR: COnstrained Non-COnvex LOw-Rank Model for Image Deblocking [PDF] [Code]
    Jian Zhang, Ruiqin Xiong, Chen Zhao, Yongbing Zhang, Siwei Ma, Wen Gao
    IEEE Transactions on Image Processing
    (TIP), vol. 25, no. 3, pp. 1246-1259, Mar. 2016.

  15. Group-based Sparse Representation for Image Restoration [Project Page] [PDF] [Code] (Featured on Nuit Blanche)
    Jian Zhang, Debin Zhao, Wen Gao
    IEEE Transactions on Image Processing (TIP), vol. 23, no. 8, pp. 3336-3351, Aug. 2014.

  16. Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain [PDF] [Code] (Featured on Nuit Blanche)
    Jian Zhang, Debin Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao
    IEEE Transactions on Circuits Systems and Video Technology (TCSVT), vol. 24, no. 6, pp. 915-928, Jun. 2014.

  17. Image Compressive Sensing Recovery Using Adaptively Learned Sparsifying Basis via L0 Minimization [PDF] [Code] (Featured on Nuit Blanche)
    Jian Zhang, Chen Zhao, Debin Zhao, and Wen Gao
    Signal Processing (SP), vol.103, pp. 114-126 , Oct. 2014.

  18. Texture Aided Depth Frame Interpolation [PDF]
    Yongbing Zhang, Jian Zhang, Qionghai Dai
    Signal Processing:Image Communication (SPIC), vol. 29, pp. 864–874, Sep. 2014.

  19. Image Compressive Sensing Recovery via Collaborative Sparsity [PDF] [Code]
    Jian Zhang
    , Debin Zhao, Chen Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao
    IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), vol. 2, no. 3, pp. 380–391, Sep. 2012.

  20. Interpolation-Dependent Image Downsampling [PDF]
    Yongbing Zhang, Debin Zhao, Jian Zhang, Ruiqin Xiong, Wen Gao
    IEEE Transactions on Image Processing (TIP), vol. 20, no. 11, pp. 3291–3296, Nov. 2011.

-Conference Papers

  1. ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing [PDF] [Code] (coming soon)
    Jian Zhang, Bernard Ghanem
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR2018), Salt Lake City, USA, Jun. 2018.

  2. Effective Quadtree Plus Binary Tree Block Partition Decision for Future Video Coding [PDF]
    Zhao Wang, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma
    IEEE Data Compression Conference (DCC2017), pp. 23-32, Snowbird, Utah, USA, Apr. 2017. (Oral) (Top Conference in Data Compression)

  3. Globally Variance-Constrained Sparse Representation for Rate-Distortion Optimized Image Representation [PDF]
    Xiang Zhang, Siwei Ma, Zhouchen Lin, Jian Zhang, Shiqi Wang, Wen Gao
    IEEE Data Compression Conference (DCC2017), pp. 381-390, Snowbird, Utah, USA, Apr. 2017. (Oral) (Top Conference in Data Compression)

  4. Structure-driven Adaptive Non-local Filter for High Efficiency Video Coding (HEVC) [PDF]
    Jian Zhang, Chuanmin Jia, Nan Zhang, Siwei Ma, Wen Gao
    IEEE Data Compression Conference (DCC2016), pp. 91-100, Snowbird, Utah, USA, Mar. 2016. (Oral) (Top Conference in Data Compression)

  5. Nonconvex Lp Nuclear Norm based ADMM Framework for Compressed Sensing [PDF]
    Chen Zhao, Jian Zhang, Siwei Ma, Wen Gao
    IEEE Data Compression Conference (DCC2016), pp. 161-170, Snowbird, Utah, USA, Mar. 2016. (Oral) (Top Conference in Data Compression)

  6. Compressive-Sensed Image Coding via Stripe-based DPCM [PDF]
    Chen Zhao, Jian Zhang, Siwei Ma, Wen Gao
    IEEE Data Compression Conference (DCC2016), pp. 171-180, Snowbird, Utah, USA, Mar. 2016. (Oral) (Top Conference in Data Compression)

  7. Adaptive Motion Vector Resolution Scheme for Enhanced Video Coding [PDF]
    Zhao Wang, Jian Zhang, Nan Zhang, Siwei Ma
    IEEE Data Compression Conference (DCC2016), pp. 101-110, Snowbird, Utah, USA, Mar. 2016. (Oral) (Top Conference in Data Compression)

  8. A Dual Structured-Sparsity Model for Compressive-Sensed Video Reconstruction [PDF]
    Chen Zhao, Jian Zhang, Siwei Ma, Ruiqin Xiong, Wen Gao
    IEEE Visual Communications and Image Processing (VCIP2015), Singapore, Dec. 2015. (Oral)

  9. Adaptive Local Nonparametric Regression for Fast Single Image Super‐Resolution [PDF]
    Yulun Zhang, Yongbing Zhang, Jian Zhang, Haoqian Wang, Xingzheng Wang, Qionghai Dai
    IEEE Visual Communications and Image Processing (VCIP2015), Singapore, Dec. 2015. (Oral) (Best Student Paper Award)

  10. Image Deblocking Using Group-based Sparse Representation and Quantization Constraint Prior [PDF]
    Jian Zhang, Siwei Ma, Yongbing Zhang, Wen Gao
    IEEE International Conference on Image Processing (ICIP2015), pp. xxxx-xxxx, Quebec, Canada, Sep. 2015. (Poster)

  11. A Visual Comfort Assessment Metric for Stereoscopic Images [PDF]
    Feng Qi, Xiaopeng Fan, Tingting Jiang, Jian Zhang, Debin Zhao
    IEEE International Conference on Image Processing (ICIP2015), pp. xxxx-xxxx, Quebec, Canada, Sep. 2015. (Oral)

  12. Image Super-Resolution based on Dictionary Learning and Anchored Neighborhood Regression with Mutual Inconherence [PDF]
    Yulun Zhang, Kaiyu Gu, Yongbing Zhang, Jian Zhang, Qionghai Dai
    IEEE International Conference on Image Processing (ICIP2015), pp. xxxx-xxxx, Quebec, Canada, Sep. 2015. (Poster)

  13. Single Image Super-Resolution via Iterative Collaborative Representation [PDF]
    Yulun Zhang, Yongbing Zhang, Jian Zhang, Haoqian Wang, Qionghai Dai
    Pacific-Rim Conference on Multimedia (PCM2015), pp. xxxx-xxx, Gwangju, Korea, Sep. 2015. (Oral)

  14. Image Denoising via Adaptive Soft-Thresholding Based on Non-Local Samples [PDF] [Code]
    Hangfan Liu, Ruiqin Xiong, Jian Zhang, Wen Gao
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR2015), pp. 484-492 Boston, USA, Jun. 2015. (Poster) (Top Conference in Computer Vision)

  15. Block-Based Compressive Sensing Coding of Natural Images by Local Structural Measurement Matrix [PDF]
    Xinwei Gao, Jian Zhang, Wenbin Che, Xiaopeng Fan, and Debin Zhao
    IEEE Data Compression Conference (DCC2015), pp. 133-142, Snowbird, Utah, USA, Apr. 2015. (Oral) (Top Conference in Data Compression)

  16. High Quality Image Reconstruction via Non-Local Collaborative Estimation For Wireless Image/Video Softcast [PDF]
    Ruiqin Xiong, Jian Zhang, Feng Wu, Wen Gao
    IEEE International Conference on Image Processing (ICIP2014), pp. 2542-2546, Paris, France, Oct. 2014. (Poster)

  17. Spatially Directional Predictive Coding for Block-based Compressive Sensing of Natural Images [PDF] [Code]
    Jian Zhang, Debin Zhao, Feng Jiang
    IEEE International Conference on Image Processing (ICIP2013), pp. 1021-1025, Melbourne, Australia, Sep. 2013. (Poster)

  18. Wavelet Inpainting Driven Image Compression via Collaborative Sparsity at Low Bit Rates [PDF]
    Chen Zhao, Jian Zhang, Siwei Ma, Wen Gao
    IEEE International Conference on Image Processing (ICIP2013), pp. 1685-1689, Melbourne, Australia, Sep. 2013. (Oral)

  19. Structural Group Sparse Representation for Image Compressive Sensing Recovery [PDF] [Code]
    Jian Zhang, Debin Zhao, Feng Jiang, Wen Gao
    IEEE Data Compression Conference (DCC2013), pp. 331-340, Snowbird, Utah, USA, Mar. 2013. (Oral) (Top Conference in Data Compression)

  20. Improved Total Variation based Image Compressive Sensing Recovery by Nonlocal Regularization [PDF] [Code]
    Jian Zhang, Shaohui Liu, Ruiqin Xiong, Siwei Ma, Debin Zhao
    IEEE International Symposium of Circuits and Systems (ISCAS2013), pp. 2836-2839, Beijing, China, May 2013. (Poster)

  21. A Highly Effective Error Concealment Method for Whole Frame Loss [PDF]
    Chen Zhao, Siwei Ma, Jian Zhang, Wen Gao
    IEEE International Symposium of Circuits and Systems (ISCAS2013), pp, 2135-2138, Beijing, China, May 2013.
    (Oral)

  22. Compressed Sensing Recovery via Collaborative Sparsity [Project Page] [Code]
    Jian Zhang
    , Debin Zhao, Chen Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao
    IEEE Data Compression Conference (DCC2012), pp. 287–296, Snowbird, Utah, USA, Apr. 2012. (Oral) (Top Conference in Data Compression)

  23. Image Super-Resolution via Dual-Dictionary Learning and Sparse Representation [PDF] [Code]
    Jian Zhang, Chen Zhao, Ruiqin Xiong, Siwei Ma, Debin Zhao
    IEEE International Symposium of Circuits and Systems (ISCAS2012), pp. 1688–1691, Seoul, Korea, May 2012. (Poster)

  24. Exploiting Image Local and Nonlocal Consistency for Mixed Gaussian-Impulse Noise Removal [PDF]
    Jian Zhang, Ruiqin Xiong, Chen Zhao, Siwei Ma, Debin Zhao
    IEEE International Conference on Multimedia & Expo (ICME2012), pp. 592–597, Melbourne, Australia, Jul. 2012. (Poster)

  25. Image Primitive Coding and Visual Quality Assessment [PDF]
    Jian Zhang, Siwei Ma, Ruiqin Xiong, Debin Zhao, Wen Gao
    PCM
    2012, Singapore, Singapore, Lecture Notes in Computer Science, Dec. 2012. (Oral)

  26. Image Interpolation via Local Autoregressive and Nonlocal 3-D Sparse Regularization [PDF]
    Xinwei Gao, Jian Zhang, Feng Jiang, Siwei Ma, Debin Zhao
    IEEE Visual Communications and Image Processing (VCIP2012), San Diego, USA, Nov. 2012. (Oral)

  27. High-Quality Image Restoration from Partial Random Samples in Spatial Domain [Project Page] [Code] [PDF]
    Jian Zhang, Ruiqin Xiong, Siwei Ma, Debin Zhao
    IEEE Visual Communications and Image Processing (VCIP2011), pp. 1–4, Tainan, Taiwan, Nov. 2011. (Oral) (Best Paper Award)

  28. Low Bit-rate Image Coding via Interpolation Oriented Adaptive Down-sampling [PDF]
    Yongbing Zhang, Jian Zhang, Ruiqin Xiong, Debin Zhao, Siwei Ma
    SPIE Visual Communications and Image Processing (VCIP2010), pp. 123–132, Huang Shan, China, Jul. 2010. (Oral)

  29. Fast and Effective Interpolation Using Median Filter [PDF] [Code]
    Jian Zhang, Siwei Ma, Yongbing Zhang, Debiin Zhao
    PCM2009, Bangkok, Thailand, Lecture Notes in Computer Science, vol. 5879, pp. 1174–1184, Dec. 2009. (Oral)


Professional Activities

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-Attend Conferences (Oral or Poster) and Invited Talks
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Copyright © 2011~2017 by Jian Zhang. All rights Reserved.

Last update : July 25, 2017