Reliable and fast tracking of faces under varying pose

Tao Yang; Stan Z. Li; Quan Pan; Jing Li; Chunhui Zhao

doi:10.1109/FGR.2006.92

Reliable and fast tracking of faces under varying pose

Tao Yang, Stan Z. Li, Quan Pan, Jing Li, Chunhui Zhao

School of Automation

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

19 Scopus citations

Abstract

This paper presents a system that is able to track multiple faces under varying pose (tilted and rotated) reliably in real-time. The system consists of two interactive modules. The first module performs detection of face subject to rotations. The second does online learning based face tracking. A mechanism of switching between the two modules is embedded into the system to automatically decide the best strategy for reliable tracking. The mechanism enables smooth transit between the detection and tracking module when one of them gives no results or unreliable results. Results demonstrate that the system can make reliable real-time tracking of multiple faces in complex background under out-of-plane rotation, up to 90 degree tilting, fast nonlinear motion, partial occlusion, large scale changes, and camera motion.

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	421-426
Number of pages	6
DOIs	https://doi.org/10.1109/FGR.2006.92
State	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

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10.1109/FGR.2006.92

Cite this

Yang, T., Li, S. Z., Pan, Q., Li, J., & Zhao, C. (2006). Reliable and fast tracking of faces under varying pose. In FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition (pp. 421-426). Article 1613056 (FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition; Vol. 2006). https://doi.org/10.1109/FGR.2006.92

@inproceedings{c5a0d417d47a4589be6650ff6619c78f,

title = "Reliable and fast tracking of faces under varying pose",

abstract = "This paper presents a system that is able to track multiple faces under varying pose (tilted and rotated) reliably in real-time. The system consists of two interactive modules. The first module performs detection of face subject to rotations. The second does online learning based face tracking. A mechanism of switching between the two modules is embedded into the system to automatically decide the best strategy for reliable tracking. The mechanism enables smooth transit between the detection and tracking module when one of them gives no results or unreliable results. Results demonstrate that the system can make reliable real-time tracking of multiple faces in complex background under out-of-plane rotation, up to 90 degree tilting, fast nonlinear motion, partial occlusion, large scale changes, and camera motion.",

author = "Tao Yang and Li, {Stan Z.} and Quan Pan and Jing Li and Chunhui Zhao",

year = "2006",

doi = "10.1109/FGR.2006.92",

language = "英语",

isbn = "0769525032",

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

pages = "421--426",

booktitle = "FGR 2006",

note = "FGR 2006: 7th International Conference on Automatic Face and Gesture Recognition ; Conference date: 10-04-2006 Through 12-04-2006",

}

Yang, T, Li, SZ, Pan, Q, Li, J & Zhao, C 2006, Reliable and fast tracking of faces under varying pose. in FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition., 1613056, FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition, vol. 2006, pp. 421-426, FGR 2006: 7th International Conference on Automatic Face and Gesture Recognition, Southampton, United Kingdom, 10/04/06. https://doi.org/10.1109/FGR.2006.92

Reliable and fast tracking of faces under varying pose. / Yang, Tao; Li, Stan Z.; Pan, Quan et al.
FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition. 2006. p. 421-426 1613056 (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 contribution › peer-review

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AB - This paper presents a system that is able to track multiple faces under varying pose (tilted and rotated) reliably in real-time. The system consists of two interactive modules. The first module performs detection of face subject to rotations. The second does online learning based face tracking. A mechanism of switching between the two modules is embedded into the system to automatically decide the best strategy for reliable tracking. The mechanism enables smooth transit between the detection and tracking module when one of them gives no results or unreliable results. Results demonstrate that the system can make reliable real-time tracking of multiple faces in complex background under out-of-plane rotation, up to 90 degree tilting, fast nonlinear motion, partial occlusion, large scale changes, and camera motion.

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T2 - FGR 2006: 7th International Conference on Automatic Face and Gesture Recognition

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Reliable and fast tracking of faces under varying pose

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