Multi-template ASM method for feature points detection of facial image with diverse expressions

Ying Li; J. H. Lai; Pong Chi YUEN

doi:10.1109/FGR.2006.81

Multi-template ASM method for feature points detection of facial image with diverse expressions

Ying Li^*, J. H. Lai, Pong Chi YUEN

^*Corresponding author for this work

Department of Computer Science

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

16 Citations (Scopus)

Abstract

This paper proposed a multi-template ASM algorithm addressing facial feature points detection under nonlinear shape variation of facial images with various kinds of expression. By adding texture information, adopting asymmetric sampling strategy for the feature points on outer contour of face, building multiple templates and integrating local ASM and global ASM, experimental results show that the proposed multi-template ASM algorithm outperforms traditional single template ASM.

Original language	English
Title of host publication	FGR 2006
Subtitle of host publication	Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
Pages	435-440
Number of pages	6
DOIs	https://doi.org/10.1109/FGR.2006.81
Publication status	Published - 2006
Event	FGR 2006: 7th International Conference on Automatic Face and Gesture Recognition - Southampton, United Kingdom Duration: 10 Apr 2006 → 12 Apr 2006

Publication series

Name	FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
Volume	2006

Conference

Conference	FGR 2006: 7th International Conference on Automatic Face and Gesture Recognition
Country/Territory	United Kingdom
City	Southampton
Period	10/04/06 → 12/04/06

Scopus Subject Areas

Engineering(all)

Access to Document

10.1109/FGR.2006.81

Cite this

Li, Y., Lai, J. H., & YUEN, P. C. (2006). Multi-template ASM method for feature points detection of facial image with diverse expressions. In FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition (pp. 435-440). Article 1613058 (FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition; Vol. 2006). https://doi.org/10.1109/FGR.2006.81

@inproceedings{633a1338d6d2460786ddaf3a882c8421,

title = "Multi-template ASM method for feature points detection of facial image with diverse expressions",

abstract = "This paper proposed a multi-template ASM algorithm addressing facial feature points detection under nonlinear shape variation of facial images with various kinds of expression. By adding texture information, adopting asymmetric sampling strategy for the feature points on outer contour of face, building multiple templates and integrating local ASM and global ASM, experimental results show that the proposed multi-template ASM algorithm outperforms traditional single template ASM.",

author = "Ying Li and Lai, {J. H.} and YUEN, {Pong Chi}",

note = "Copyright: Copyright 2008 Elsevier B.V., All rights reserved.; FGR 2006: 7th International Conference on Automatic Face and Gesture Recognition ; Conference date: 10-04-2006 Through 12-04-2006",

year = "2006",

doi = "10.1109/FGR.2006.81",

language = "English",

isbn = "0769525032",

series = "FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition",

pages = "435--440",

booktitle = "FGR 2006",

}

Li, Y, Lai, JH & YUEN, PC 2006, Multi-template ASM method for feature points detection of facial image with diverse expressions. in FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition., 1613058, FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition, vol. 2006, pp. 435-440, FGR 2006: 7th International Conference on Automatic Face and Gesture Recognition, Southampton, United Kingdom, 10/04/06. https://doi.org/10.1109/FGR.2006.81

Multi-template ASM method for feature points detection of facial image with diverse expressions. / Li, Ying; Lai, J. H.; YUEN, Pong Chi.
FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition. 2006. p. 435-440 1613058 (FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition; Vol. 2006).

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

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T1 - Multi-template ASM method for feature points detection of facial image with diverse expressions

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AU - Lai, J. H.

AU - YUEN, Pong Chi

PY - 2006

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N2 - This paper proposed a multi-template ASM algorithm addressing facial feature points detection under nonlinear shape variation of facial images with various kinds of expression. By adding texture information, adopting asymmetric sampling strategy for the feature points on outer contour of face, building multiple templates and integrating local ASM and global ASM, experimental results show that the proposed multi-template ASM algorithm outperforms traditional single template ASM.

AB - This paper proposed a multi-template ASM algorithm addressing facial feature points detection under nonlinear shape variation of facial images with various kinds of expression. By adding texture information, adopting asymmetric sampling strategy for the feature points on outer contour of face, building multiple templates and integrating local ASM and global ASM, experimental results show that the proposed multi-template ASM algorithm outperforms traditional single template ASM.

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DO - 10.1109/FGR.2006.81

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Y2 - 10 April 2006 through 12 April 2006

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Li Y, Lai JH, YUEN PC. Multi-template ASM method for feature points detection of facial image with diverse expressions. In FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition. 2006. p. 435-440. 1613058. (FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition). doi: 10.1109/FGR.2006.81

Multi-template ASM method for feature points detection of facial image with diverse expressions

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