A multi-camera tracking system that can always select a better view to perform tracking

Shih Wei Sun*, Hsing Yuan Lo, Hong Ju Lin, Yong-Sheng Chen, Fay Huang, Hong Yuan Mark Liao

*此作品的通信作者

研究成果: Paper同行評審

4 引文 斯高帕斯(Scopus)

摘要

In this paper, we propose a new multiple-camera people tracking system that is equipped with the following functions: (1) can handle long-term occlusions, complete occlusions, and unpredictable motions; (2) can detect arbitrary sized foreground objects; (3) can detect objects with much faster speed. The main contribution of our method is twofold: 1) An Mto-one relationship with only point homography matching for occlusion detection can achieve efficiency; 2) A view-hopping technique based on object motion probability (OMP) is proposed to automatically select an appropriate observation view for tracking a human subject.

原文English
頁面373-379
頁數7
出版狀態Published - 4 10月 2009
事件Asia-Pacific Signal and Information Processing Association 2009 Annual Summit and Conference, APSIPA ASC 2009 - Sapporo, Japan
持續時間: 4 10月 20097 10月 2009

Conference

ConferenceAsia-Pacific Signal and Information Processing Association 2009 Annual Summit and Conference, APSIPA ASC 2009
國家/地區Japan
城市Sapporo
期間4/10/097/10/09

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