14 April 2010 A multibiometric face recognition fusion framework with template protection
Author Affiliations +
In this work we present a multibiometric face recognition framework based on combining information from 2D with 3D facial features. The 3D biometrics channel is protected by a privacy enhancing technology, which uses error correcting codes and cryptographic primitives to safeguard the privacy of the users of the biometric system at the same time enabling accurate matching through fusion with 2D. Experiments are conducted to compare the matching performance of such multibiometric systems with the individual biometric channels working alone and with unprotected multibiometric systems. The results show that the proposed hybrid system incorporating template protection, match and in some cases exceed the performance of corresponding unprotected equivalents, in addition to offering the additional privacy protection.
© (2010) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
S. Chindaro, S. Chindaro, F. Deravi, F. Deravi, Z. Zhou, Z. Zhou, M. W. R. Ng, M. W. R. Ng, M. Castro Neves, M. Castro Neves, X. Zhou, X. Zhou, E. Kelkboom, E. Kelkboom, } "A multibiometric face recognition fusion framework with template protection", Proc. SPIE 7667, Biometric Technology for Human Identification VII, 76670U (14 April 2010); doi: 10.1117/12.849673; https://doi.org/10.1117/12.849673


Appearance-based color face recognition with 3d model
Proceedings of SPIE (March 19 2013)
Frontal-view face detection
Proceedings of SPIE (April 20 1995)

Back to Top