Human action recognition using 2-D spatio-temporal templates

Duan Yu Chen, Sheng Wen Shih, Hong Yuan Mark Liao

研究成果: 書貢獻/報告類型會議貢獻

39 引文 斯高帕斯(Scopus)

摘要

A framework for human action modeling and recognition in continuous action sequences is proposed A star figure enclosed by a bounding convex polygon is used to effectively represent the extremities of the silhouette of a human body. Thus, human actions are recorded as a sequence of the star figure's parameters, which is then used for action modeling. To model human actions in a compact manner while characterizing their spatio-temporal patterns, star figure parameters are represented by a 2-D feature map, which is used and regarded as a spatio-temporal template. Experiments to evaluate the performance of the proposed framework show that it can recognize human actions in an efficient and effective manner.
原文英語
主出版物標題Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007
發行者IEEE Computer Society
頁面667-670
頁數4
ISBN(列印)1424410177, 9781424410170
DOIs
出版狀態已發佈 - 2007
事件IEEE International Conference onMultimedia and Expo, ICME 2007 - Beijing, 中国
持續時間: 7月 2 20077月 5 2007

出版系列

名字Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007

會議

會議IEEE International Conference onMultimedia and Expo, ICME 2007
國家/地區中国
城市Beijing
期間7/2/077/5/07

ASJC Scopus subject areas

  • 電腦繪圖與電腦輔助設計
  • 軟體

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