Expression-invariant 3D face recognition

Bronstein AM, Bronstein MM, Kimmel R. 2003. Expression-invariant 3D face recognition. 4th International Conference on Audio- and Video-Based Biometric Person Authentication. AVBPA: Conference on Audio- and Video-Based Biometric Person Authentication, LNCS, vol. 2688, 62–70.

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Conference Paper | Published | English

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Author
Bronstein, Alex M.ISTA ; Bronstein, Michael M.; Kimmel, Ron
Series Title
LNCS
Abstract
We present a novel 3D face recognition approach based on geometric invariants introduced by Elad and Kimmel. The key idea of the proposed algorithm is a representation of the facial surface, invariant to isometric deformations, such as those resulting from different expressions and postures of the face. The obtained geometric invariants allow mapping 2D facial texture images into special images that incorporate the 3D geometry of the face. These signature images are then decomposed into their principal components. The result is an efficient and accurate face recognition algorithm that is robust to facial expressions. We demonstrate the results of our method and compare it to existing 2D and 3D face recognition algorithms.
Publishing Year
Date Published
2003-01-01
Proceedings Title
4th International Conference on Audio- and Video-Based Biometric Person Authentication
Publisher
Springer Nature
Volume
2688
Page
62-70
Conference
AVBPA: Conference on Audio- and Video-Based Biometric Person Authentication
Conference Location
Guildford, United Kingdom
Conference Date
2003-06-09 – 2003-06-11
ISSN
eISSN
IST-REx-ID

Cite this

Bronstein AM, Bronstein MM, Kimmel R. Expression-invariant 3D face recognition. In: 4th International Conference on Audio- and Video-Based Biometric Person Authentication. Vol 2688. Springer Nature; 2003:62-70. doi:10.1007/3-540-44887-x_8
Bronstein, A. M., Bronstein, M. M., & Kimmel, R. (2003). Expression-invariant 3D face recognition. In 4th International Conference on Audio- and Video-Based Biometric Person Authentication (Vol. 2688, pp. 62–70). Guildford, United Kingdom: Springer Nature. https://doi.org/10.1007/3-540-44887-x_8
Bronstein, Alex M., Michael M. Bronstein, and Ron Kimmel. “Expression-Invariant 3D Face Recognition.” In 4th International Conference on Audio- and Video-Based Biometric Person Authentication, 2688:62–70. Springer Nature, 2003. https://doi.org/10.1007/3-540-44887-x_8.
A. M. Bronstein, M. M. Bronstein, and R. Kimmel, “Expression-invariant 3D face recognition,” in 4th International Conference on Audio- and Video-Based Biometric Person Authentication, Guildford, United Kingdom, 2003, vol. 2688, pp. 62–70.
Bronstein AM, Bronstein MM, Kimmel R. 2003. Expression-invariant 3D face recognition. 4th International Conference on Audio- and Video-Based Biometric Person Authentication. AVBPA: Conference on Audio- and Video-Based Biometric Person Authentication, LNCS, vol. 2688, 62–70.
Bronstein, Alex M., et al. “Expression-Invariant 3D Face Recognition.” 4th International Conference on Audio- and Video-Based Biometric Person Authentication, vol. 2688, Springer Nature, 2003, pp. 62–70, doi:10.1007/3-540-44887-x_8.

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