Concurrent group activity classification with context modeling
Wei Fu; Chaoyang Zhao; Jinqiao Wang; Jing Liu; Jian Cheng; Hanqing Lu
2015
会议名称International Conference on Internet Multimedia Computing and Service
会议录名称Proceedings of the 7th International Conference on Internet Multimedia Computing and Service
会议日期August 19-21, 2015
会议地点Zhangjiajie city, Hunan, China
摘要Group activity classification is the task to identify activities with multiple person participation, which often involves in the usage of the context information like person relationships and person interactions. In this paper, we propose a novel approach to jointly model three co-existing cues including the activity duration time, individual action feature and the context information shared between person interactions. Our approach infers group activity labels of all the persons together with their activity durations, especially for the situation with multiple group activities co-existing. Experimental results show that our approach outperform state-of-the-art by 10%.
关键词Context Information Group Activity
文献类型会议论文
条目标识符http://ir.ia.ac.cn/handle/173211/13441
专题模式识别国家重点实验室_图像与视频分析
通讯作者Jinqiao Wang
推荐引用方式
GB/T 7714
Wei Fu,Chaoyang Zhao,Jinqiao Wang,et al. Concurrent group activity classification with context modeling[C],2015.
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