Incremental multi-view face tracking based on general view manifold

Wei Wei; Yanning Zhang

doi:10.1007/978-3-642-12304-7_15

Incremental multi-view face tracking based on general view manifold

Wei Wei, Yanning Zhang

计算机学院

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

2 引用（Scopus）

摘要

A novel incremental multi-view face tracking algorithm is proposed in the graphic model, which includes a general view manifold and specific incremental face model. We extend a general view manifold to the state-space model of face tracking to represent the view continuity and nonlinearity in the video data. Particularly, a global constraint on the overall appearance of the tracked multi-view faces is defined based on the point-to-manifold distance to avoid drifting. This novel face tracking model can successfully track faces under unseen views, and experimental results proved the new method is superior to two state-of-art algorithms for multi-view face tracking.

源语言	英语
主期刊名	Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers
页	150-159
页数	10
版本	PART 2
DOI	https://doi.org/10.1007/978-3-642-12304-7_15
出版状态	已出版 - 2010
活动	9th Asian Conference on Computer Vision, ACCV 2009 - Xi'an, 中国期限: 23 9月 2009 → 27 9月 2009

出版系列

姓名	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
编号	PART 2
卷	5995 LNCS
ISSN（印刷版）	0302-9743
ISSN（电子版）	1611-3349

会议

会议	9th Asian Conference on Computer Vision, ACCV 2009
国家/地区	中国
市	Xi'an
时期	23/09/09 → 27/09/09

访问文件

10.1007/978-3-642-12304-7_15

其它文件与链接

链接到 Scopus 的出版物

引用此

Wei, W., & Zhang, Y. (2010). Incremental multi-view face tracking based on general view manifold. 在 Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers (PART 2 编辑, 页码 150-159). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 5995 LNCS, 号码 PART 2). https://doi.org/10.1007/978-3-642-12304-7_15

Wei, Wei ; Zhang, Yanning. / Incremental multi-view face tracking based on general view manifold. Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers. PART 2. 编辑 2010. 页码 150-159 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).

@inproceedings{0dd9aeb684184dc986ccd1ee4083de76,

title = "Incremental multi-view face tracking based on general view manifold",

abstract = "A novel incremental multi-view face tracking algorithm is proposed in the graphic model, which includes a general view manifold and specific incremental face model. We extend a general view manifold to the state-space model of face tracking to represent the view continuity and nonlinearity in the video data. Particularly, a global constraint on the overall appearance of the tracked multi-view faces is defined based on the point-to-manifold distance to avoid drifting. This novel face tracking model can successfully track faces under unseen views, and experimental results proved the new method is superior to two state-of-art algorithms for multi-view face tracking.",

author = "Wei Wei and Yanning Zhang",

year = "2010",

doi = "10.1007/978-3-642-12304-7_15",

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series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

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booktitle = "Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers",

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note = "9th Asian Conference on Computer Vision, ACCV 2009 ; Conference date: 23-09-2009 Through 27-09-2009",

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Wei, W & Zhang, Y 2010, Incremental multi-view face tracking based on general view manifold. 在 Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers. PART 2 编辑, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 号码 PART 2, 卷 5995 LNCS, 页码 150-159, 9th Asian Conference on Computer Vision, ACCV 2009, Xi'an, 中国, 23/09/09. https://doi.org/10.1007/978-3-642-12304-7_15

Incremental multi-view face tracking based on general view manifold. / Wei, Wei ; Zhang, Yanning.
Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers. PART 2. 编辑 2010. 页码 150-159 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 5995 LNCS, 号码 PART 2).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

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AB - A novel incremental multi-view face tracking algorithm is proposed in the graphic model, which includes a general view manifold and specific incremental face model. We extend a general view manifold to the state-space model of face tracking to represent the view continuity and nonlinearity in the video data. Particularly, a global constraint on the overall appearance of the tracked multi-view faces is defined based on the point-to-manifold distance to avoid drifting. This novel face tracking model can successfully track faces under unseen views, and experimental results proved the new method is superior to two state-of-art algorithms for multi-view face tracking.

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Wei W , Zhang Y. Incremental multi-view face tracking based on general view manifold. 在 Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers. PART 2 编辑 2010. 页码 150-159. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). doi: 10.1007/978-3-642-12304-7_15

Incremental multi-view face tracking based on general view manifold

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