Knowledge Commons of Institute of Automation,CAS
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 | 紫东太初大模型研究中心_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. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Concurrent group act(637KB) | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 |
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