张一帆

中国科学院自动化研究所

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  • 张一帆
  • 副研究员

简 历:

张一帆,博士,副研究员,硕士生导师。目前主要从事图像与视频分析、人体动作识别、机器学习等方面的研究。已在IEEE T-PAMI、IEEE T-IP、IEEE T-MM等权威期刊和ICCV、CVPR、IJCAI、MM等国际会议上发表论文三十余篇。2014年入选中国科学院青年创新促进会。现为IEEE、ACM、中国计算机学会等学术团体会员,中国计算机学会计算机视觉专委会委员,AVS国家标准工作组数字媒体内容描述组联合组长,IEEE1857.6标准工作组联合组长。

电子邮件:yfzhang@nlpr.ia.ac.cn 通讯地址:北京市海淀区中关村东路95号,中国科学院自动化研究所模式识别国家重点实验室 联系电话:010-82544705 个人主页:http://www.nlpr.ia.ac.cn/users/zhangyifan/index.htm

研究领域1)机器学习(包括深度学习、概率图模型等) 2)图像与视频语义分析 3)人体行为分析、动作识别、手势识别 4)第一视角视觉

教育背景2004/09-2010/01 中国科学院自动化研究所 博士 2000/09-2004/06 东南大学自动控制系 学士

工作经历2014/10-至今 中国科学院自动化所模式识别国家重点实验室 副研究员 2010/06-2014/09 中国科学院自动化所模式识别国家重点实验室 助理研究员 2011/05-2012/07 美国伦斯勒理工学院(RPI)电子计算机工程系 博士后

专利与奖励2016年获得“CCF-腾讯犀牛鸟基金” 2014年入选“中国科学院青年创新促进会” 2010年获得“中国科学院院长优秀奖”

出版信息国际期刊: 1. Y. Zhang, Z. Tang, B. Wu, Q. Ji, and H. Lu, “A Coupled Hidden Conditional Random Field Model for Simultaneous Face Clustering and Naming in Videos,” IEEE Transactions on Image Processing (T-IP), Vol. 25, No. 12, pp. 5780-5792, 2016. 2. Y. Zhang*, Y. Zhang*, E. Swears, N. Lario, Z. Wang and Q. Ji, “Modeling Temporal Interactions with Interval Temporal Bayesian Networks for Complex Activity Recognition,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 35, No. 10, pp. 2468-2483, Oct. 2013. (*共同第一作者) 3. Y. Zhang, Z. Tang, C. Zhang, J. Liu and H. Lu, “Automatic face annotation in TV series by video/script alignment,” Neurocomputing Vol. 152, pp. 316-321, 2015. 4. J. Liu, Y. Zhang, Z. Li and H. Lu. “Correlation Consistency Constrained Probabilistic Matrix Factorization for Social Tag Refinement”. Neurocomputing, Vol. 119, pp. 3–9, Nov. 2013. 5. Y. Zhang, C. Xu, H. Lu and Y. Huang, “Character Identification in Feature-length Films Using Global Face-Name Matching,” IEEE Transactions on Multimedia (T-MM), Vol. 11, No. 7, pp. 1276-1288, 2009. 6. Y. Zhang, C. Xu, X. Zhang and H. Lu, “Personalized Retrieval of Sports Video Based on Multi-modal Analysis and User Preference Acquisition,” Multimedia Tools and Applications (MTA), Vol. 44, No. 2, pp. 305-330, 2009. 7. C. Xu, Y. Zhang, G. Zhu, Y. Rui, H. Lu and Q. Huang, “Using Web-cast Text for Semantic Event Detection in Broadcast Sports Video,” IEEE Transactions on Multimedia (T-MM), Vol. 10, No. 7, pp. 1342-1355, Nov. 2008. 国际会议: 1. C. Cao, Y. Zhang, C. Zhang and H. Lu, “Action Recognition with Joints-Pooled 3D Deep Convolutional Descriptors”, In Proceedings of International Joint Conferences on Artificial Intelligence (IJCAI), 2016. 2. Z. Tang, Y. Zhang, Z. Li and H. Lu, “Face clustering in videos with proportion prior”, In Proceedings of International Joint Conferences on Artificial Intelligence (IJCAI), Buenos Aires, Argentina, 2015 (Oral). 3. C. Cao, Y. Zhang and H. Lu,“Multi-modal learning for gesture recognition”, In Proceedings of IEEE International Conference on Multimedia and Expo (ICME), Torino, Italy, 2015. 4. C. Cao, Y. Zhang and H Lu “Spatio-Temporal Triangular-Chain CRF for Activity Recognition”, In Proceedings of ACM Multimedia 2015: 1151-1154 5. Z. Tang, Y. Zhang, S. Qiu and H. Lu, “Video Face Naming Using Global Sequence Alignment,” In proceedings of IEEE International conference on Image Processing (ICIP), Paris, France, 2014. 6. Y. Zhang, Q. Ji and H. Lu, “Event Detection in Complex Scene Using Interval Temporal Constraints,” In Proceedings of IEEE International Conference On Computer Vision (ICCV), pp. 3184-3191, Sydney, Australia, 2013. 7. B. Wu,Y. Zhang, B. Hu and Q. Ji, “Constrained Clustering and Its Application to Face Clustering In Videos,' in Proceedings of IEEE International Conference On Computer Vision and Pattern Recognition (CVPR), Portland, US, 2013. 8. Y. Zhang, C. Zhang, Z. Tang, and H. Lu, “Temporal Context Analysis for action Recognition in Multi-agent Scenarios”, In Proceedings of Pacific-Rim Conference on Multimedia(PCM), Nanjing, China, 2013. 9. Y. Zhang, C. Xu, J. Cheng and H. Lu, “Naming Faces in Films using Hypergraph Matching,” in Proceedings of IEEE International Conference on Multimedia and Expo (ICME), New York, USA, 2009.

科研活动科研项目 1.国家自然科学基金,“基于概率图模型的复杂行为识别”,2016.1-2019.12, 负责人。 2.国家自然科学基金,“知识与数据混合驱动的概率图模型研究及在行为识别的应用”,2013.1-2015.12, 负责人。 3.中国科学院青促会专项基金, 2014.7-2017.12, 负责人。 4.中国科学院院长奖专项基金,2011.4-2012.12,负责人。 5.863项目,“网络媒体大数据关联挖掘和多维度呈现”,2014.1-2016.12,课题骨干。

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