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胡卫明    博士,研究员
胡卫明,男, 中国科学院自动化研究所模式识别国家重点实验室研究员(二级)、博士生导师、视频内容安全研究团队负责人,国家杰出青年基金获得者(2008年) 、科技部中青年科技创新领军人才入选者(2013)、人社部百千万人才工程国家级人选(2015)、国家有突出贡献中青年专家(2015)、国家信息安全重点专项项目首席专家(2011)、中科院百人计划入选者。以第一完成人获北京市科学技术奖一等奖、北京市发明专利奖一等奖,以唯一完成人获吴文俊人工智能科学技术奖一等奖。
主要研究方向及内容
目前主要从事运动目标的视觉检测、跟踪与行为理解(含智能视觉监控)和网络多媒体内容安全的分析与识别方面的研究工作。
代表性论文

Weiming Hu, Wei Li, Xiaoqin Zhang, and Stephen Maybank, “Single and multiple object tracking using a multi-feature joint sparse representation,” IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 37, no. 4, pp. 816-833, 2015.

Xiaoqin Zhang, Weiming Hu, Nianhua Xie, Hujun Bao, and Stephen Maybank, “A robust tracking system for low frame rate video,” International Journal of Computer Vision (IJCV), vol. 115, no. 3, pp. 279-304, 2015.

Bing Li, Weihua Xiong, Weiming Hu*, Brian Funt, and Junliang Xing, “Multi-cue illumination estimation via a tree-structured group joint sparse representation,” International Journal of Computer Vision (IJCV), Accepted.
Chunfeng Yuan, Baoxin Wu, Xi Li, Weiming Hu*, Stephen Maybank, and Fangshi Wang, “Fusing R features and local features with context-aware kernels for action recognition,” International Journal of Computer Vision (IJCV), Accepted.

Weiming Hu,Xinmiao Ding, Bing Li1, Jianchao Wang, Yan Gao1, Fangshi Wang, and Stephen Maybank, “Multi-perspective cost-sensitive context-aware multi-instance sparse coding and its application to sensitive video recognition,” IEEE Transactions on Multimedia, vol. 18, no. 1, 2016.

Bing Li, Weihua Xiong, Ou Wu, Weiming Hu*, Stephen Maybank, Shuicheng Yan, “Horror image recognition based on context-aware multi-instance learning,” IEEE Transactions on Image Processing, vol. 24, no. 12, pp. 5193-5205, 2015.

Shuang Yang, Chunfeng Yuan, Baoxin Wu, Weiming Hu, and Fangshi Wang, “Multi-feature max-margin hierarchical Bayesian model for action recognition,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

 Lin Ma, Xiaoqin Zhang,Weiming Hu, Junliang Xing, Jiwen Lu, and Jie Zhou, “Local subspace collaborative tracking,” IEEE International Conference on Computer Vision(ICCV), pp.4301-4309, 2015.

Xue Mao, Zhouyu Fu, Ou Wu, and Weiming Hu, “Optimizing locally linear classifiers with supervised anchor point learning,” International Joint Conference on Artificial Intelligence (IJCAI), 2015.

Houwen Peng, Kai Li, Bing Li, Haibin Ling, Weihua Xiong, and Weiming Hu, “Predicting image memorability by multi-view adaptive regression,” ACM Conference on Multimedia (ACM MM), pp. 1147-1150, 2015.



实验室网址:http://people.ucas.ac.cn/~huweiming
E-mail: wmhu@nlpr.ia.ac.cn
电话:010 - 8254 4704