Exemplar-based human contour tracking

Shiming Xiang, Feiping Nie, Changshui Zhang

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

We propose an exemplar-based tracking framework for human contour tracking. The exemplars, i.e. the contour representatives, are used to construct a contour ensemble. The main task of contour ensemble is to generate contours to fill in the gaps in-between in the test sequences, and to supply the dynamics for updating the target contour by fast contour query. As a result, a normal dynamic Bayesian network is only used to infer the location and the size of the target contour. The effectiveness of the proposed method is tested by many human motion sequences.

源语言英语
主期刊名Computer Vision - ACCV 2006 - 7th Asian Conference on Computer Vision, Proceedings
338-347
页数10
DOI
出版状态已出版 - 2006
已对外发布
活动7th Asian Conference on Computer Vision, ACCV 2006 - Hyderabad, 印度
期限: 13 1月 200616 1月 2006

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
3851 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议7th Asian Conference on Computer Vision, ACCV 2006
国家/地区印度
Hyderabad
时期13/01/0616/01/06

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