个人简介

张新峰  计算机科学与技术学院,副教授,博士生导师

·国家海外高层次人才引进计划、中国科学院“率先行动”xx计划获得者。

·2014年于中国科学院计算技术研究所获得博士学位,2014年到2019年分别在新加坡南洋理工大学、美国南加州大学和香港城市大学从事博士后研究工作,主要研究方向包括视频编解码技术,质量评价和视频增强处理,点云压缩和处理等。

·在重要国际期刊和会议上发表高水平学术论文160余篇,谷歌学术引用2600余次,获得5次国际和国内期刊/会议最佳论文奖,IEEE 1857视频编码标准贡献奖;获得国科大领雁银奖、优秀个人和魏桥国科校长奖教金等奖励;国内和国际编码标准技术提案30余项(7项技术提案被国家标准采纳),国内授权专利11项;IEEE高级会员,担任包含国际一流期刊IEEE T-CSVT在内的3个期刊编委和多个国内外学术会议的程序委员会委员。

·主持国家自然科学基金面上项目、联合基金重点支持项目(课题)、科技部重点研发计划(课题)等在内的多个国家级项目。

实习及研究生招募(博士/硕士): 欢迎具有扎实的数学背景、良好的英语水平及较强的编程功底的学生报考。如对 视频/图像编码、处理和质量评价,点云压缩和处理方向感兴趣,请投递个人简历至我的邮箱。

Email: xfzhang@ucas.ac.cn

研究领域

视频编码、处理和质量评价、点云压缩和处理、机器学习

教育经历

·2007-09--2014-07   中国科学院计算技术研究所   博士
·2003-09--2007-07   河北工业大学   学士

工作经历

20199月-至今,中国科学院大学,计算机科学与技术学院,长聘教轨助理教授(副教授),博士生导师
201812月-20198月,香港城市大学,电脑科学系,研究员
201711月-201810月,美国南加州大学,电子工程系,博士后
20147月-201710月,新加坡南洋理工大学,计算机工程系,研究员

学术奖励

·2014 IEEE 1857aTM标准贡献奖

·2017 PCM 国际会议最佳论文奖

·2017 第十七届中国虚拟现实大会 最佳论文奖

·2018 IEEE ICIP 国际会议最佳学生论文奖 

·2018 第十九届全国图象图形学术会议最佳墙报论文奖 

·2018 IEEE Multimedia 国际期刊最佳论文奖

专利成果

1. 张新峰,熊瑞勤,马思伟,张莉,扬名远,一种视频编解码方法和装置,专利号:201110184355.7,2015-1-21

2. 张新峰,马思伟,扬名远,一种视频图像滤波处理方法和装置,专利号:201110347691.9,2015-7-8 

3. 张新峰,熊瑞勤,马思伟,张莉,扬名远,一种视频图像的像素分类方法和装置, 专利号:201110184115.7, 2016-4-13 

4. 马思伟, 张莉, 张新峰, 高文, "基于块的自适应超分辨率视频处理方法及系统," 专利号: 200910241349.3, 2012-4-11. 

5. 熊瑞勤, 张新峰, 马思伟, 高文, "图像配准可靠性模型和超分辨率图像的重构方法," 专利号: 201110089697.0, 2013-3-6. 

6. 马思伟, 张新峰, 熊瑞勤, 高文, "一种颜色数目自适应决策方法和图像压缩方法," 专利号: 201210455329.8, 2015-10-28 

7. 马思伟, 宋强,  张新峰, 熊瑞勤, "一种结合图像显著性区域分割的图像模糊检测算法," 专利号: 201410188486.6, 2017-5-24 

8. 马思伟,  张新峰, 王诗淇, "一种图像编码方法," 专利号: 201510262890.8, 2018-4-28 

9. 马思伟, 姜晓龙, 王苫社,  张新峰, "一种自适应环路滤波的边界处理方法及装置," 专利号: 201510080866.2, 2017-11-24 

10. 马思伟,  张新峰, 姜晓龙, 高文, "一种在视频编解码中进行自适应环路滤波的方法及装置," 专利号: 201510088867.1, 2019-6-7 

11. 马思伟,  张新峰, 高文, "视频编解码中自适应环路滤波的方法," 专利号: 201610147472.9, 2019-6-7

学术论文

目前发表期刊/会议论文超过160余篇论文,主要发表在IEEE Trans. on Image Processing, IEEE Trans. on Multimedia, IEEE Trans. on CSVT和ACM Multimedia, ICCV, CVPR等高水平国际期刊和会议上

部分期刊论文:

  1. Meng Lei, Falei Luo, Xinfeng Zhang, Shanshe Wang and Siwei Ma, "Joint Local and Nonlocal Progressive Prediction for Versatile Video Coding," in IEEE Transactions on Image Processing, vol. 31, pp. 2824-2838, 2022.

  2. Yang Li, Shengbin Meng, Xinfeng Zhang, Meng Wang, Shiqi Wang, Yue Wang and Siwei Ma, "User-generated Video Quality Assessment: A Subjective and Objective Study," in IEEE Transactions on Multimedia, 2022.

  3. Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma and Wen Gao, "STAM: A Spatio-Temporal Attention based Memory for Video Prediction," in IEEE Transactions on Multimedia, doi: 10.1109/TMM.2022.3146721.

  4. Suhong Wang, Chuanmin Jia, Xinfeng Zhang, Shanshe Wang, Siwei Ma and Wen Gao, "A Pixel-level Segmentation-Synthesis Framework for Dynamic Texture Video Compression," in IEEE Transactions on Circuits and Systems for Video Technology, 2022.

  5. Guoqing Xiang, Xinfeng Zhang, Xiaofeng Huang, Fan Yang, Chuang Zhu, Huizhu Jia, and Xiaodong Xie, "Perceptual Quality Consistency Oriented CTU Level Rate Control for HEVC Intra Coding," in IEEE Transactions on Broadcasting, vol. 68, no. 1, pp. 69-82, March 2022. (共同一作)

  6. Xuewei Meng, Chuanmin Jia, Xinfeng Zhang, Shanshe Wang and Siwei Ma, "Spatio-Temporal Correlation Guided Geometric Partitioning for Versatile Video Coding," in IEEE Transactions on Image Processing, vol. 31, pp. 30-42, 2022.

  7. Xinfeng Zhang, Weisi Lin and Qingming Huang, "Fine-Grained Image Quality Assessment: A Revisit and Further Thinking," in IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 5, pp. 2746-2759, May 2022.

  8. Qi Zhang, Shanshe Wang, Xinfeng Zhang, Siwei Ma, “Just Recognizable Distortion for Machine Vision Oriented Image and Video Coding,” International Journal of Computer Vision, vol. 129, pp. 2889–2906, 2021.

  9. Chuanmin Jia, Falei Luo, Xinfeng Zhang, Shiqi Wang, Shanshe Wang and Siwei Ma, "Fast Non-local Adaptive In-Loop Filter Optimization on GPU," in IEEE Transactions on Multimedia, vol. 23, pp. 39-51, 2021

  10. Jiguo Li, Xinfeng Zhang, Jizheng Xu, Siwei Ma and Wen Gao, "Learning to Fool the Speaker Recognition," ACM Transactions on Multimedia Computing, Communications, and Applications, vol. 17, no. 3, pp.1-21, 2021.

  11. Xinfeng Zhang, Sam Kwong and C.-C. Jay Kuo, "Data-Driven Transform-Based Compressed Image Quality Assessment," in IEEE Transactions on Circuits and Systems for Video Technology, vol. 31, no. 9, pp. 3352-3365, Sept. 2021.

  12. Chao Yang, Xinfeng Zhang, Ping An, Liquan Shen and C.-C. J. Kuo, "Blind Image Quality Assessment Based on Multi-scale KLT," in IEEE Transactions on Multimedia, vol. 23, pp. 1557-1566, 2021

  13. Xinfeng Zhang, Chao Yang, Xiaoguang Li, Shan Liu, Haitao Yang, Ioannis Katsavounidis, Shaw-Min Lei, and C.-C. Jay Kuo. "Image Coding with Data-Driven Transforms: Methodology, Performance and Potential." IEEE Transactions on Image Processing, vol. 29, pp. 9292-9304, 2020.

  14. Xinfeng Zhang, Chao Yang, Haiqiang Wang, Wei Xu and C.-C. Jay Kuo, "Satisfied-User-Ratio Modeling for Compressed Video," in IEEE Transactions on Image Processing, vol. 29, no. 1, pp. 3777-3789, 2020. (共同一作)

  15. Jiguo Li, Xinfeng Zhang, Chuanmin Jia, Jizheng Xu, Li Zhang, Yue Wang, Siwei Ma and Wen Gao, “Direct Speech-to-Image Translation,” IEEE Journal of Selected Topics in Signal Processing, vol.14, no.3, pp.517-529, 2020.

  16. Siwei Ma, Xinfeng Zhang, Chuanmin Jia, Zhenghui Zhao, Shiqi Wang, Shanshe Wang, "Image and Video Compression with Neural Networks: A Review," IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 6, pp. 1683-1698, June 2020.

  17. Lei Zhao, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, "Enhanced Motion-compensated Video Coding with Deep Virtual Reference Frame Generation," IEEE Transactions on Image Processing, vol. 28, no. 10, pp. 4832-4844, Oct. 2019.

  18. Pengfei Chen, Leida Li, Xinfeng Zhang, Shanshe Wang, Allen Tan, "Blind quality index for tone-mapped images based on luminance partition," Pattern Recognition, vol. 89, pp. 108 - 118, May 2019.

  19. Xinfeng Zhang, Weisi Lin, Shiqi Wang, Jiaying Liu, Siwei Ma, Wen Gao, "Fine-Grained Quality Assessment for Compressed Images," IEEE Transactions on Image Processing, vol. 28, no. 3, pp. 1163-1175, Mar. 2019.

  20. Chuanmin Jia, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Jiaying Liu, Shiliang Pu, Siwei Ma, "Content-Aware Convolutional Neural Network for In-loop Filtering in High Efficiency Video Coding," IEEE Transactions on Image Processing, vol. 28, no. 7, pp. 3343-3356, July 2019.

  21. Zhao Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao "Three-Zone Segmentation Based Motion Compensation for Video Compression," IEEE Transactions on Image Processing, vol. 28, no. 10, pp. 5091-5104, Oct. 2019.

  22. Chuanmin Jia, Xinfeng Zhang, Shanshe Wang, Shiqi Wang, Siwei Ma, "Light Field Image Compression Using Generative Adversarial Network-Based View Synthesis," IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 9, no. 1, pp. 177 - 189, Mar. 2019.

  23. Xinfeng Zhang, Weisi Lin, Yabin Zhang, Shiqi Wang, Siwei Ma, Lingyu Duan, Wen Gao,"Rate-Distortion Optimized Sparse Coding with Ordered Dictionary for Image Set Compression," IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no. 12, pp. 3387-3397, Dec. 2018.

  24. Ling-Yu Duan, Wei Sun, Xinfeng Zhang, Shiqi Wang, Jie Chen, Jianxiong Yin, Simon See, Tiejun Huang, Alex C Kot, Gao Wen, "Fast MPEG-CDVS Encoder With GPU-CPU Hybrid Computing," IEEE Transactions on Image Processing, vol.27, no. 5, pp.2201-2216, Jan.2018. (共同一作)

  25. Feng Gao, Xinfeng Zhang, Yicheng Huang, Yong Luo, Xiaoming Li and Ling-Yu Duan, "Data-Driven Lightweight Interest Point Selection for Large Scale Visual Search," IEEE Transactions on Multimedia, vol. 20, no. 10, pp. 2774-2787, Oct. 2018.

  26. Jing Cui, Ruiqin Xiong, Xinfeng Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma and Wen Gao, "Hybrid All Zero Soft Quantized Block Detection for HEVC," IEEE Transactions on Image Processing, vol. 27, no. 10, pp. 4987-5001, Oct. 2018.

  27. Shiqi Wang, Ke Gu, Xinfeng Zhang, Weisi Lin, Siwei Ma and Wen Gao, "Reduced-Reference Quality Assessment of Screen content images," IEEE Transactions on Circuits and Systems for Video Technology, vol.28, no.1, pp.1-14, Jan. 2018.

  28. Xinfeng Zhang, Ruiqin Xiong, Weisi Lin, Jian Zhang, Shiqi Wang, Siwei Ma and Wen Gao, "Low-Rank Based Nonlocal Adaptive Loop Filter for High Efficiency Video Compression" IEEE Transactions on Circuits and Systems for Video Technology, vol.27, no.10, pp.2177-2188, Oct. 2017.

  29. Hangfan Liu, Ruiqin Xiong, Xinfeng Zhang, Yongbing Zhang and Siwei Ma, "Non-Local Gradient Sparsity Regularization for Image Restoration", IEEE Transactions on Circuits and Systems for Video Technology, vol.27, no.9, pp.1909-1921, Sept. 2017.

  30. Xinfeng Zhang, Shiqi Wang, Yabin Zhang, Weisi Lin, Siwei Ma, Wen Gao, "High-Efficiency Image Coding via Near-Optimal Filtering," IEEE signal processing letters, vol.24, no.9, pp. 1403-1407, Sept. 2017.

  31. Xinfeng Zhang, Shiqi Wang, Ke Gu, Weisi Lin, Siwei Ma and Wen Gao, "Just-Noticeable Difference Based Perceptual Optimization for JPEG Compression," IEEE Signal Processing Letters, vol.24, no.1, pp.96-100, Jan. 2017.

  32. Jiaying Liu, Wenhan Yang, Xinfeng Zhang and Zongming Guo, "Retrieval Compensated Group Structured Sparsity for Image Super-Resolution," IEEE Transactions on Multimedia, vol. 19, no. 2, pp. 302-316, Feb. 2017.

  33. Shiqi Wang, Xinfeng Zhang, Xianming Liu, Jian Zhang, Siwei Ma and Wen Gao, "Utility-Driven Adaptive Preprocessing for Screen Content Video Compression," IEEE Transactions on Multimedia, vol. 19, no. 3, pp. 660-667, Mar. 2017.

  34. Wentao Cheng, Weisi Lin, Xinfeng Zhang, Michael Goesele and Ming-Ting Sun, "A Data-Driven Point Cloud Simplification Framework for City-Scale Image-Based Localization," IEEE Transactions on Image Processing, vol. 26, no. 1, pp. 262-275, Jan. 2017.

  35. Xinfeng Zhang, Weisi Lin, Ruiqin Xiong, Xianming Liu, Siwei Ma and Wen Gao, "Low-Rank Decomposition-Based Restoration of Compressed Images via Adaptive Noise Estimation," IEEE Transactions on Image Processing, vol. 25, no. 9, pp. 4158-4171, Sept. 2016.

  36. Siwei Ma, Xinfeng Zhang, Jian Zhang, Chuanmin Jia, Shiqi Wang and Wen Gao, "Nonlocal In-Loop Filter: The Way Toward Next-Generation Video Coding?" IEEE MultiMedia, vol 23, no 2, pp. 16-26, 2016.(最佳论文奖)

  37. Ruiqin Xiong, Hangfan Liu, Xinfeng Zhang, Jian Zhang, Siwei Ma, Feng Wu and Wen Gao, "Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal Similarity," IEEE Transactions on Image Processing, vol. 25, no. 12, pp. 5793-5805, Dec. 2016.

  38. Xinfeng Zhang, Ruiqin Xiong, Weisi Lin, Siwei Ma, Jiaying Liu and Wen Gao, "Video Compression Artifact Reduction via Spatio-Temporal Multi-Hypothesis Prediction", IEEE Transactions on Image Processing, vol. 24, no. 12, pp. 6048-6061, Dec. 2015.

  39. Xinfeng Zhang, Ruiqin Xiong, Siwei Ma, Ge Li and Wen Gao, "Video super-resolution with registration-reliability regulation and adaptive total variation," Journal of Visual Communication and Image Representation, Volume 30, Pages 181-190, July 2015.

  40. Xinfeng Zhang, Ruiqin Xiong, Xiaopeng Fan, Siwei Ma and Wen Gao, "Compression Artifact Reduction by Overlapped-Block Transform Coefficient Estimation with Block Similarity," IEEE Transactions on Image Processing, vol. 22, no. 12, pp. 4613-4626, 2013.

部分会议论文:

  1. Chang, Zheng, Xinfeng Zhang, Shanshe Wang, Siwei Ma and Wen Gao, "STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction," CVPR 2022.

  2. Chang, Zheng, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Yan Ye, Xiang Xinguang and Wen Gao. "MAU: A Motion-Aware Unit for Video Prediction and Beyond." Advances in Neural Information Processing Systems 34 (2021).

  3. Suhong Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao, "Flow-Grounded Dynamic Texture Synthesis for Video Compression," DCC 2021: 375

  4. Weidong Chen, Guorong Li, Xinfeng Zhang, Hongyang Yu, Shuhui Wang, Qingming Huang, "Cascade Cross-modal Attention Network for Video Actor and Action Segmentation from a Sentence," In Proceedings of the 28th ACM International Conference on Multimedia, pp. 4053-4062, 2021.

  5. Yang Li, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Yue Wang, "Quality Assessment of End-to-End Learned Image Compression: The Benchmark and Objective Measure," In Proceedings of the 28th ACM International Conference on Multimedia, pp.4297-43052021.

  6. Jiguo Li, Chuanmin Jia, Xinfeng Zhang, Siwei Ma, Wen Gao, "Cross Modal Compression: Towards Human-comprehensible Semantic Compression," In Proceedings of the 28th ACM International Conference on Multimedia, pp.4230-4238, 2021.

  7. Mingyao Hong, Guorong Li, Xinfeng Zhang, and Qingming Huang. "Generalized Zero-Shot Video Classification via Generative Adversarial Networks." In Proceedings of the 28th ACM International Conference on Multimedia, pp. 2419-2426. 2020.

  8. Wentao Cheng, Weisi Lin, Kan Chen, Xinfeng Zhang, “Cascaded Parallel Filtering for Memory-Efficient Image-Based Localization,” IEEE International Conference on Computer Vision, Rio de Janeiro, pp. 1-8, Nov. 2019.

  9. Zhao Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, "Fast QTBT Partitioning Decision for Interframe Coding with Convolution Neural Network," IEEE International Conference on Image Processing (ICIP), pp. 2550-2554, Oct. 2018. (最佳学生论文奖)

  10. Chuanmin Jia, Yekang Yang, Xinfeng Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma, "Light Field Image Compression with Sub-apertures Reordering and Adaptive Reconstruction," in Proceedings of the Pacific-Rim Conference on Multimedia (PCM 2017), Harbin, China, Sept.2017.  (最佳论文奖)

  11. Xinfeng Zhang, Yabin Zhang, Weisi Lin, Siwei Ma and Wen Gao, "An inter-image redundancy measure for image set compression," IEEE International Symposium on Circuits and Systems (ISCAS 2015), pp.1274,1277, 24-27 May 2015.

  12. Xinfeng Zhang, Ruiqin Xiong, Siwei Ma and Wen Gao, "Artifact reduction of compressed video via three-dimensional adaptive estimation of transform coefficients," In Proceedings of IEEE International Conference on Image Processing, (ICIP 2014), pp.4567-4571, Oct. 2014.

  13. Xinfeng Zhang, Ruiqin Xiong, Siwei Ma and Wen Gao, "Reducing Blocking Artifacts In Compressed Images Via Transform-Domain Non-Local Coefficients Estimation," In Proceedings of IEEE International Conference on Multimedia and Expo, (ICME 2012), Melbourne, Australia, pp.836-841, Jul. 2012.

  14. Xinfeng Zhang, Ruiqin Xiong, Siwei Ma and Wen Gao, "Adaptive Loop Filter with Temporal Prediction," in Proceedings of 29th IEEE Picture Coding Symposium, PCS, Poland, pp. 437-440, May 2012.