An automatic three-dimensional human behavior analysis system for video surveillance applications

Jenq Neng Hwang, Ibrahim Karliga, Hsu Yung Cheng

研究成果: 書貢獻/報告類型會議論文篇章同行評審

1 引文 斯高帕斯(Scopus)

摘要

We developed a system for automatic 3-D human body motion in video surveillance sequences. As the first step, the human body that will be used for the analysis is extracted and tracked based on video object (VO) segmentation technique. Once human body is extracted, this 2-D object, which consists of the merging of several regions, is then analyzed for activity and body part interpretation. The specific 2-D human body shape along with the information derived from maximum probable explanation (MPE) of dynamic Bayesian modeling is then effectively utilized to obtain 3-D body model frame-by-frame so that the 3-D motion trajectory of the human object can be derived for any future event analysis, which is independent of the viewing perspective of the 2-D video.

原文???core.languages.en_GB???
主出版物標題ISCAS 2006
主出版物子標題2006 IEEE International Symposium on Circuits and Systems, Proceedings
頁面501-504
頁數4
出版狀態已出版 - 2006
事件ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems - Kos, Greece
持續時間: 21 5月 200624 5月 2006

出版系列

名字Proceedings - IEEE International Symposium on Circuits and Systems
ISSN(列印)0271-4310

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???event.eventtypes.event.conference???ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems
國家/地區Greece
城市Kos
期間21/05/0624/05/06

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