Audio-Video Person Authenticate Based on 3D Facial Feature Warping

Girija Chetty; Michael Wagner

doi:10.1109/DICTA.2005.13

Audio-Video Person Authenticate Based on 3D Facial Feature Warping

Girija Chetty, Michael Wagner

Information Systems

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

3 Citations (Scopus)

43 Downloads (Pure)

Abstract

In this paper we propose a novel feature warping technique based on thin-plate-spline (TPS) analysis for 3D audio-video person authentication systems. The TPS warp features model information related to non-rigid variations on speaking faces, such as expression lines, gestures, and wrinkles, enhancing the performance of the system against impostor and spoof attacks. Experiments with multimodal fusion of acoustic and TPS shape features for two different speaking face data corpus, VidTIMIT and AVOZES, allowed equal error rates (EERs) of less than 0.5 % for imposter attacks, less than 1 % for type-1 replay attacks (still photo and pre-recorded audio) and less than 2% for more complex type-2 replay attacks (prerecorded video or fake CG animated video).

Original language	English
Title of host publication	Proceedings of the Digital Imaging Computing
Subtitle of host publication	Techniques and Applications, DICTA 2005
Editors	Brian Lovell, Anthony Maeder, Terry Caelli, Sebastian Ourselin
Place of Publication	Piscataway, New Jersey USA
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	399-406
Number of pages	8
Volume	2005
ISBN (Print)	0769524672, 9780769524672
DOIs	https://doi.org/10.1109/DICTA.2005.13
Publication status	Published - 2005
Event	Digital Imaging Computing: Techniques and Applications, DICTA 2005 - Cairns, Australia Duration: 6 Dec 2005 → 8 Dec 2005

Conference

Conference	Digital Imaging Computing: Techniques and Applications, DICTA 2005
Country/Territory	Australia
City	Cairns
Period	6/12/05 → 8/12/05

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10.1109/DICTA.2005.13

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Chetty, G., & Wagner, M. (2005). Audio-Video Person Authenticate Based on 3D Facial Feature Warping. In B. Lovell, A. Maeder, T. Caelli, & S. Ourselin (Eds.), Proceedings of the Digital Imaging Computing: Techniques and Applications, DICTA 2005 (Vol. 2005, pp. 399-406). Article 1578156 IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/DICTA.2005.13

Chetty, Girija ; Wagner, Michael. / Audio-Video Person Authenticate Based on 3D Facial Feature Warping. Proceedings of the Digital Imaging Computing: Techniques and Applications, DICTA 2005. editor / Brian Lovell ; Anthony Maeder ; Terry Caelli ; Sebastian Ourselin. Vol. 2005 Piscataway, New Jersey USA : IEEE, Institute of Electrical and Electronics Engineers, 2005. pp. 399-406

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title = "Audio-Video Person Authenticate Based on 3D Facial Feature Warping",

abstract = "In this paper we propose a novel feature warping technique based on thin-plate-spline (TPS) analysis for 3D audio-video person authentication systems. The TPS warp features model information related to non-rigid variations on speaking faces, such as expression lines, gestures, and wrinkles, enhancing the performance of the system against impostor and spoof attacks. Experiments with multimodal fusion of acoustic and TPS shape features for two different speaking face data corpus, VidTIMIT and AVOZES, allowed equal error rates (EERs) of less than 0.5 % for imposter attacks, less than 1 % for type-1 replay attacks (still photo and pre-recorded audio) and less than 2% for more complex type-2 replay attacks (prerecorded video or fake CG animated video).",

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author = "Girija Chetty and Michael Wagner",

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note = "Digital Imaging Computing: Techniques and Applications, DICTA 2005 ; Conference date: 06-12-2005 Through 08-12-2005",

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Chetty, G & Wagner, M 2005, Audio-Video Person Authenticate Based on 3D Facial Feature Warping. in B Lovell, A Maeder, T Caelli & S Ourselin (eds), Proceedings of the Digital Imaging Computing: Techniques and Applications, DICTA 2005. vol. 2005, 1578156, IEEE, Institute of Electrical and Electronics Engineers, Piscataway, New Jersey USA, pp. 399-406, Digital Imaging Computing: Techniques and Applications, DICTA 2005, Cairns, Australia, 6/12/05. https://doi.org/10.1109/DICTA.2005.13

Audio-Video Person Authenticate Based on 3D Facial Feature Warping. / Chetty, Girija; Wagner, Michael.
Proceedings of the Digital Imaging Computing: Techniques and Applications, DICTA 2005. ed. / Brian Lovell; Anthony Maeder; Terry Caelli; Sebastian Ourselin. Vol. 2005 Piscataway, New Jersey USA: IEEE, Institute of Electrical and Electronics Engineers, 2005. p. 399-406 1578156.

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

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AB - In this paper we propose a novel feature warping technique based on thin-plate-spline (TPS) analysis for 3D audio-video person authentication systems. The TPS warp features model information related to non-rigid variations on speaking faces, such as expression lines, gestures, and wrinkles, enhancing the performance of the system against impostor and spoof attacks. Experiments with multimodal fusion of acoustic and TPS shape features for two different speaking face data corpus, VidTIMIT and AVOZES, allowed equal error rates (EERs) of less than 0.5 % for imposter attacks, less than 1 % for type-1 replay attacks (still photo and pre-recorded audio) and less than 2% for more complex type-2 replay attacks (prerecorded video or fake CG animated video).

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Chetty G, Wagner M. Audio-Video Person Authenticate Based on 3D Facial Feature Warping. In Lovell B, Maeder A, Caelli T, Ourselin S, editors, Proceedings of the Digital Imaging Computing: Techniques and Applications, DICTA 2005. Vol. 2005. Piscataway, New Jersey USA: IEEE, Institute of Electrical and Electronics Engineers. 2005. p. 399-406. 1578156 doi: 10.1109/DICTA.2005.13

Audio-Video Person Authenticate Based on 3D Facial Feature Warping

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