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周文罡 特任教授

发布时间:2018-12-04| 文章来源: |


周文罡,中国科学技术大学信息学院教授、博士生导师,国家“优秀青年基金”获得者。主要研究方向为多媒体信息检索和计算机视觉,发表TPAMI、TIP、TMM等IEEE汇刊论文和CVPR、ACM MM、AAAI等CCF A类国际会议论文共40余篇,获国际会议ICIMCS 2012最佳论文奖。Google学术引用2500余次,SCI他引600余次。曾获中科院百篇优博奖,入选中科院青促会会员、中国科协青年人才托举工程。


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~2018年11月,中国科学技术大学电子工程与信息科学系,副教授、博导。   

2018年12月至今,中国科学技术大学电子工程与信息科学系,教授、博导。

近年部分论文:
国际期刊汇刊论文

  1. Jie Huang, Wengang Zhou, Houqiang Li, and Weiping Li, “Attention based 3D-CNNs for Large-Vocabulary Sign Language Recognition,” accepted to IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), August 2018.

  2. Shaoyan Sun, Wengang Zhou, Qi Tian, Ming Yang, and Houqiang Li, “Assessing Image Retrieval Quality at the First Glance,” accepted to IEEE Transactions on Image Processing (TIP), July 2018.

  3. Yue Lv, Wengang Zhou, Qi Tian, Shaoyan Sun, and Houqiang Li, “Retrieval Oriented Deep Feature Learning with Complementary Supervision Mining,” accepted to IEEE Transactions on Image Processing (TIP), May 2018.

  4. Ning Wang, Wengang Zhou, and Houqiang Li, “Reliable Re-detection for Long-Term Tracking,” accepted to IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), March 2018.

  5. Min Wang, Wengang Zhou, Qi Tian, and Houqiang Li, “A General Framework for Linear Distance Preserving Hashing,” IEEE Transactions on Image Processing (TIP), vol. 27, no. 2, pp. 907-922, 2018.

  6. Wengang Zhou, Houqiang Li, Jian Sun, and Qi Tian, “Collaborative Index Embedding for Image Retrieval,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 40, no. 5, pp. 1154-1166, 2018.

  7. Dan Guo, Wengang Zhou, Houqiang Li, and Meng Wang, “Online Early-Late Fusion Based on Adaptive HMM for Sign Language Recognition,” ACM Transactions on Multimedia Computing Communications and Applications (TOMM), vol. 14, no. 1, Article 8, Dec. 2017.

  8. Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, Weiyao Lin, and Qi Tian, “Picking Neural Activations for Fine-grained Localization and Description,” IEEE Transactions on Multimedia (TMM), vol. 19, no. 12, pp. 2736-2750, 2017.

  9. Zhanning Gao, Jianru Xue, Wengang Zhou, Shanmin Pang, and Qi Tian, “Democratic Diffusion Aggregation for Image Retrieval,” IEEE Transactions on Multimedia (TMM), vol. 18, no. 8, pp. 1661-1674, Aug. 2016.

  10. Qingbo Lu, Wengang Zhou, Lu Fang, and Houqiang Li, “Robust Blur Kernel Estimation for License Plate Images from Fast Moving Vehicles,” IEEE Transactions on Image Processing (TIP), vol. 25, no. 5, pp. 2311-2323, 2016.

  11. Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, and Qi Tian, “Fused One-vs-All Features with Semantic Alignments for Fine-Grained Visual Categorization,” IEEE Transactions on Image Processing (TIP), vol. 25, no. 2, pp. 878-892, 2016.

  12. Xingyang Cai, Wengang Zhou, Lei Wu, Jiebo Luo, and Houqiang Li, “Effective Active Skeleton Representation for Low Latency Human Action Recognition,” IEEE Transactions on Multimedia (TMM), vol. 18, no. 2, pp. 141-154, 2016.

  13. 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, 2016.

  14. Zhen Liu, Houqiang Li, Wengang Zhou, and Qi Tian, “Uniforming residual vector distribution for distinctive image representation,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 26, no. 2, pp. 375-384, 2016.

  15. 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, 2016.

  16. 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.

  17. 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.

  18. Zhen Liu, Houqiang Li, Wengang Zhou, 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.

  19. 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.

  20. 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.

  21. 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.

  22. 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 (TOMM), vol. 9, no. 1, article 4, February, 2013.

    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.


国际会议论文(CCF A类)

  1. Jianglei Huang and Wengang Zhou, “Re2EMA: Regularized and Reinitialized Exponential Moving Average for Target Model Update in Object Tracking,” accepted to AAAI Conference on Artificial Intelligence (AAAI), 2019.

  2. Yiheng Liu, Zhenxun Yuan, Wengang Zhou, and Houqiang Li, “Spatial and Temporal Mutual Promotion for Video-based Person Re-identification,” accepted to AAAI Conference on Artificial Intelligence (AAAI), 2019.

  3. Yuanqiang Fang, Wengang Zhou, Yijuan Lu, Jinhui Tang, Qi Tian, and Houqiang Li, “Cascaded Feature Augmentation with Diffusion for Image Retrieval,” ACM International Conference on Multimedia (MM), Oral Paper, July 2018.

  4. Jiayu Wang, Wengang Zhou, Jinhui Tang, Zhongqian Fu, Qi Tian, and Houqiang Li, “Unregularized Auto-Encoder with Generative Adversarial Networks for Image Generation,” ACM International Conference on Multimedia (MM), Poster Paper, July 2018.

  5. Xusong Chen, Dong Liu, Zheng-Jun Zha, Wengang Zhou, and Zhiwei Xiong, “Temporal Hierarchical Attention at Category- and Item-Level for Micro-Video Click-Through Prediction,” ACM International Conference on Multimedia (MM), July 2018.

  6. Shuo Wang, Dan Guo, Wengang Zhou, Zheng-Jun Zha, and Meng Wang, “Connectionist Temporal Fusion for Sign Language Translation,” ACM International Conference on Multimedia (MM), July 2018.

  7. Xiaotian Zhu, Wengang Zhou, and Houqiang Li, “Improving Deep Neural Network Sparsity through Decorrelation Regularization,” International Joint Conference on Artificial Intelligence (IJCAI), April 2018.
    Junfu Pu, Wengang Zhou, and Houqiang Li, “Dilated Convolutional Network with Iterative

  8. Optimization for Continuous Sign Language Recognition ,” International Joint Conference on Artificial Intelligence (IJCAI), April 2018.

  9. Ning Wang, Wengang Zhou, Qi Tian, Richang Hong, Meng Wang, and Houqiang Li, “Multi-CueCorrelation Filters for Robust Visual Tracking,” IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Feb. 2018.

  10. Jie Huang, Wengang Zhou, Qilin Zhang, Houqiang Li and Weiping Li, “Video-based Sign Language Recognition without Temporal Segmentation,” AAAI Conference on Artificial Intelligence (AAAI), 2018.

  11. Dan Guo, Wengang Zhou, Meng Wang, and Houqiang Li, “Hierarchical LSTM for Sign Language Translation,” AAAI Conference on Artificial Intelligence (AAAI), 2018.

  12. Min Wang, Wengang Zhou, Qi Tian, Junfu Pu, and Houqiang Li, “Deep Supervised Quantization by Self-Organized Map,” ACM International Conference on Multimedia (MM), Long Paper, 2017.

  13. Min Wang, Wengang Zhou, Qi Tian, Zheng-jun Zha, and Houqiang Li, Linear Distance Preserving Pseudo-Supervised and Unsupervised Hashing, ACM International Conference on Multimedia (MM), Long Paper, 1257-1266, 2016.

  14. Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, Weiyao Lin, and Qi Tian, Picking Deep Filter Responses for Fine-grained Image Recognition, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1134-1142, 2016.

  15. 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.

  16. 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, Long Paper, 2014.

  17. 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.

  18. Junhua Mao, Houqiang Li, Wengang Zhou, Shuicheng Yan, and Qi Tian, “Scale-based region growing for scene text detection,” ACM International Conference on Multimedia (MM), Long Paper, Barcelona, Spain, October 21-25, 2013.

  19. Wengang Zhou, Yijuan Lu, Houqiang Li, and Qi Tian, Scalar quantization for large scale image search, ACM International Conference on Multimedia (MM), Long Paper, 2012.

  20. 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), Long Paper, 2012.

  21. Wengang Zhou, Yijuan Lu, Houqiang Li, Y. Song, and Qi Tian, Spatial coding for large scale partial-duplicate web image search, ACM International Conference on Multimedia (MM), Long Paper, Florence, Italy, October 25-29, pp.131-140, 2010.


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