Video based person authentication via Audio/Visual association

Ming Liu; Thomas S. Huang

doi:10.1109/ICME.2006.262448

Video based person authentication via Audio/Visual association

Ming Liu, Thomas S. Huang

Coordinated Science Lab

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

Abstract

Multi-modal person authentication systems can achieve higher performance and robustness by combining different modalities. The current fusion strategies of different modalities are mainly based on the output of individual modalities. However, there are detail structures between facial movement and speech signal. In this paper, Audio/Visual association, a lower level fusion, is proposed to fuse the information between lip movement and speech signal. The experimental results indicate that this type of fusion strategy improve the performance of multi-modal person authentication system.

Original language	English (US)
Title of host publication	2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings
Pages	553-556
Number of pages	4
DOIs	https://doi.org/10.1109/ICME.2006.262448
State	Published - 2006
Event	2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Toronto, ON, Canada Duration: Jul 9 2006 → Jul 12 2006

Publication series

Name	2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings
Volume	2006

Other

Other	2006 IEEE International Conference on Multimedia and Expo, ICME 2006
Country/Territory	Canada
City	Toronto, ON
Period	7/9/06 → 7/12/06

ASJC Scopus subject areas

Media Technology
Electrical and Electronic Engineering

Access to Document

10.1109/ICME.2006.262448

Cite this

Video based person authentication via Audio/Visual association. / Liu, Ming; Huang, Thomas S.

2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings. 2006. p. 553-556 4036659 (2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings; Vol. 2006).

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

Liu, M & Huang, TS 2006, Video based person authentication via Audio/Visual association. in 2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings., 4036659, 2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings, vol. 2006, pp. 553-556, 2006 IEEE International Conference on Multimedia and Expo, ICME 2006, Toronto, ON, Canada, 7/9/06. https://doi.org/10.1109/ICME.2006.262448

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abstract = "Multi-modal person authentication systems can achieve higher performance and robustness by combining different modalities. The current fusion strategies of different modalities are mainly based on the output of individual modalities. However, there are detail structures between facial movement and speech signal. In this paper, Audio/Visual association, a lower level fusion, is proposed to fuse the information between lip movement and speech signal. The experimental results indicate that this type of fusion strategy improve the performance of multi-modal person authentication system.",

author = "Ming Liu and Huang, {Thomas S.}",

year = "2006",

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AB - Multi-modal person authentication systems can achieve higher performance and robustness by combining different modalities. The current fusion strategies of different modalities are mainly based on the output of individual modalities. However, there are detail structures between facial movement and speech signal. In this paper, Audio/Visual association, a lower level fusion, is proposed to fuse the information between lip movement and speech signal. The experimental results indicate that this type of fusion strategy improve the performance of multi-modal person authentication system.

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T3 - 2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings

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BT - 2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings

T2 - 2006 IEEE International Conference on Multimedia and Expo, ICME 2006

Y2 - 9 July 2006 through 12 July 2006

ER -

Video based person authentication via Audio/Visual association

Abstract

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