周文罡

发布时间:2014-02-25| 文章来源: |

  周文罡,男,生于1984年5月,信号与信息处理专业博士,现任中国科学技术大学电子工程与信息科学系副教授。主要研究方向为多媒体内容分析与检索、计算机视觉。

  • 主要经历:

  2002年9月~2006年7月,武汉大学,获电子信息工程专业学士学位。

  2006年9月~2011年7月,中国科学技术大学,获信号与信息处理专业博士学位。

  2011年9月~2013年9月,美国德州大学圣安东尼奥分校,博士后。

  2013年10月至今,中国科学技术大学电子工程与信息科学系副教授、博导。

  担任多种期刊包括Pattern Recognition, IEEE Transactions on Multimedia, IEEE Transactions on Circuits and Systems for Video Technology的审稿人。在国内外学术期刊与会议上发表学术期刊和会议论文五十余篇,包括 IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Image Processing, IEEE Transactions on Multimedia, Pattern Recognition, ACM Transactions on Multimedia Computing Communications and Applications, CVPR, ACM Multimedia等。

  • 近年发表的代表性论文: 
  1. Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, and Qi Tian, “Fused One-vs-All Features with Semantic Alignments for Fine-Grained Visual Categorization,” accepted to IEEE Transactions on Image Processing (TIP), Dec. 2015.
  2. Xingyang Cai, Wengang Zhou, Lei Wu, Jiebo Luo, and Houqiang Li, “Effective Active Skeleton Representation for Low Latency Human Action Recognition,” accepted to IEEE Transactions on Multimedia (TMM), Nov. 2015.
  3. Shaoyan Sun, Wengang Zhou, Houqiang Li, and Qi Tian, “Scalable Object Retrieval with Compact Image Representation from Generic Object Regions,” ACM Transactions on Multimedia Computing Communications and Applications (TOMM), vol. 12, no. 29, 2015.
  4. Lingxi Xie, Qi Tian, Wengang Zhou, and Bo Zhang, “Heterogeneous Graph Propagation for Large-Scale Web Image Search,” IEEE Transactions on Image Processing (TIP), vol. 24, no. 1, pp. 4287-4298, 2015.

  5. Wengang Zhou, Ming Yang, Xiaoyu Wang, Houqiang Li, Yuanqing Lin, and Qi Tian, “Scalable Feature Matching by Dual Cascaded Scalar Quantization for Image Retrieval,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 38, no. 1, pp. 159-171, 2015.

  6. Zhen Liu, Houqiang Li, Wengang Zhou, Ting Rui, and Qi Tian, “Uniforming residual vector distribution for distinctive image representation,” to appear in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2015.

  7. Wengang Zhou, Houqiang Li, Richang Hong, Yijuan Lu, and Qi Tian, “BSIFT: towards Data-Independent Codebook for Large Scale Image Search,” IEEE Transactions on Image Processing (TIP), vol. 24, no. 3, pp. 967-979, 2015.

  8. Zhen Liu, Houqiang Li, Wengang Zhou, Richang Hong, and Qi Tian, “Uniting Keypoints: Local Visual Information Fusion for Large Scale Image Search,” IEEE Transactions on Multimedia (TMM), vol. 17, no. 4, pp. 538-548, 2015.

  9. Zhanning Gao, Jianru Xue, Wengang Zhou, Shanmin Pang, and Qi Tian, "Fast Democratic Aggregation and Query Fusion for Image Search," IEEE International Conference on Multimedia Retrieval (ICMR), 2015. (Oral paper).

  10. Jie Huang, Wengang Zhou, Houqiang Li, and Weiping Li, "Sign language recognition using 3D convolutional neural networks," IEEE International Conference on Multimedia and Expo (ICME), 2015. (Oral paper).

  11. Peng Zhang, Wengang Zhou, Lei Wu, and Houqiang Li, "SOM: Semantic Obviousness Metric for Image Quality Assessment," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

  12. Wengang Zhou, Houqiang Li, and Qi Tian, “Multimedia content-based visual retrieval,” Pages 383-416, Chapter 12, Volume 5, Academic Press Library in Signal Processing: Image and Video Compression and Multimedia, Elsevier, June, 2014.

  13. Wengang Zhou, Ming Yang, Houqiang Li, Xiaoyu Wang, Yuanqing Lin, and Qi Tian, “Towards codebook-free: scalable cascaded hashing for mobile image search,” IEEE Transactions on Multimedia (TMM), vol. 16, no. 3, pp. 601-611, 2014.

  14. Zhen Liu, Houqiang Li, Wengang Zhou, Ruizhen Zhao, and Qi Tian, “Contextual hashing for large-scale image search,” IEEE Transactions on Image Processing (TIP), vol. 23, no. 4, pp. 1606-1614, 2014.

  15. Wengang Zhou, Houqiang Li, Yijuan Lu, and Qi Tian, “Encoding Spatial Context for Large Scale Partial-Duplicate Web Image Retrieval,” Journal of Computer Science and Technology (JCST), vol. 29, no. 5, pp. 837-848, 2014.

  16. Zhen Liu, Houqiang Li, Liyan Zhang, Wengang Zhou, and Qi Tian, Cross-Indexing of Binary SIFT Codes for Large-Scale Image Search,” IEEE Transactions on Image Processing (TIP), vol. 23, no. 5, pp. 2047-2057, 2014.

  17. Lingxi Xie, Qi Tian, Wengang Zhou, and Bo Zhang, “Fast and accurate near-duplicate image search with affinity propagation on the imageWeb,” Journal of Computer Vision and Image Understanding (CVIU), vol. 124, pp. 31-41, 2014.

  18. Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, and Qi Tian, "Fused one-vs-all mid-level features for fine-grained visual categorization," In Proceedings of the ACM International Conference on Multimedia (MM), pp. 287-296, Full Paper, 2014.

  19. Liang Zheng, Shengjin Wang, Wengang Zhou, and Qi Tian, “Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval,” IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2014.

  20. Wengang Zhou, Houqiang Li, Yijuan Lu, and Qi Tian, “Visual word expansion and BSIFT verification for large scale image search,” Multimedia System Journal (MMSJ), 2013.

  21. Wengang Zhou, Houqiang Li, Yijuan Lu, and Qi Tian, “SIFT match verification by geometric coding for large-scale partial-duplicate Web image search,” ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), vol. 9, no. 1, article 4, February, 2013.

  22. Junhua Mao, Houqiang Li, Wengang Zhou, Shuicheng Yan, and Qi Tian, “Scale-based region growing for scene text detection,” The 21st ACM International Conference on Multimedia (MM"13), Full Paper, Acceptance Rate: 20%, Barcelona, Spain, October 21-25, 2013.

  23. Wengang Zhou, Houqiang Li, Yijuan Lu, and Qi Tian, “Principal visual word discovery for automatic license plate detection,” IEEE Transactions on Image Processing (TIP), vol.21, no.6, pp. 4269-4279, 2012.

  24. Wengang Zhou, Houqiang Li, M. Wang, Yijuan Lu and Qi Tian, “Binary SIFT: towards efficient feature matching verification for image search,” Best Paper Award, the 4th ACM International Conference on Internet Multimedia Computing and Service (ICIMCS 2012), Wuhan, China, September 9-11, pp. 1-6, 2012.

  25. Wengang Zhou, Yijuan Lu, Houqiang Li, and Qi Tian, "Scalar quantization for large scale image search," ACM International Conference on Multimedia (MM), Full Paper (acceptance rate 20.2%), 2012.

  26. Zhen Liu, Houqiang Li, Wengang Zhou, and Qi Tian, "Embedding spatial context information into inverted file for large-scale image retrieval," ACM International Conference on Multimedia (MM), Full Paper (acceptance rate 20.2%), 2012.

  27. Qi Tian, Shiliang Zhang, Wengang Zhou, Rongrong Ji, et al. “Building descriptive and discriminative visual codebook for large-scale image applications,” International Journal of Multimedia Tools and Applications, vol.51, no.2, pp.441-477, 2011.

  28. Shiliang Zhang, Qi Tian, Gang Hua, Wengang Zhou, Qingming Huang, Houqiang Li, and Wen Gao, “Modeling spatial and semantic cues for large-scale near-duplicated image retrieval,” Journal of Computer Vision and Image Understanding, vol.115, no.3, pp.403-414, 2011.

  29. Wengang Zhou, Q Tian, Yijuan Lu, and Houqiang Li, "Latent visual context learning for web image applications," Pattern Recognition, vol.44 no.10-11, pp.2263-2273 2011.

  30. Kaihua Zhang, Lei Zhang, Huihui Song, and Wengang Zhou, "Active contours with selective local or global segmentation: A new formulation and level set method," Image Vision Computing, vol.28, no.4, pp.668-676, 2010.

  31. Wengang Zhou, Yijuan Lu, Houqiang Li, Yibing Song, and Qi Tian, "Spatial coding for large scale partial-duplicate web image search," ACM International Conference on Multimedia (MM), Full Paper (acceptance rate: 16%), Florence, Italy, October 25-29, pp.131-140, 2010.


招生信息:

  类别

  招生专业

  研究方向

  硕士学位研究生

  081002信号与信息处理

  多媒体内容分析与检索

  

  博士学位研究生

  081002信号与信息处理

  多媒体内容分析与检索

  

  实验室:多媒体计算与通信教育部-微软重点实验室

  地址:安徽省合肥市四号信箱中国科学技术大学电子工程与信息科学系,230027

  Email: zhwg@ustc.edu.cn

  个人主页:http://staff.ustc.edu.cn/~zhwg/