Fusion Fingerprint and Face Multi-Biometrics Recognition Based on D-S Evidence Theory

Abstract:

Single biometric feature has not meet people's needs. After analyzing fingerprints and face recognition technology, a fused theory is proposed which comprise fingerprints and face multi-biometrics features recognition based on D-S evidence theory. This article first analysis main part of the Face and Fingerprint Identification System, then gives a decision-making on integration in the face and fingerprint recognition method. In this paper we divide minutia features of fingerprint into certain and uncertain region which could make the performance of verification in certain region better than the original performance. By this fusion strategy the whole performance is improved.

• Periodical: Advanced Materials Research (Volume 459)
• Pages: 644-648
• DOI: https://doi.org/10.4028/www.scientific.net/AMR.459.644
• Online since: January 2012
• Authors: Feng Wang
• Keywords: D-S Evidence, Face Recognition, Fingerprint Recognition, Fusion, Multi-Biometrics Features

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