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A multibiometric face recognition fusion framework with template protection</title>

Vijaya Kumar, B. V. K. and Chindaro, Samuel and Deravi, Farzin and Zhou, Ziheng and Ng, Ming Wah R. and Castro Neves, M. and Zhou, Xuebing and Kelkboom, E. and Prabhakar, Salil and Ross, Arun A. (2010) A multibiometric face recognition fusion framework with template protection</title>. In: Biometric Technology for Human Identification VII. Proceedings of SPIE . SPIE, Bellingham, Washington. ISBN 978-0-8194-8131-3. (doi:10.1117/12.849673) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided. (Contact us about this Publication)
Official URL
http://dx.doi.org/10.1117/12.849673

Abstract

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.

Item Type: Book section
DOI/Identification number: 10.1117/12.849673
Uncontrolled keywords: biometrics; detection and tracking algorithms; facial recognition systems; 3D acquisition; 3D modeling; algorithm development; feature extraction
Subjects: T Technology
Divisions: Faculties > Sciences > School of Engineering and Digital Arts
Faculties > Sciences > School of Engineering and Digital Arts > Image and Information Engineering
Depositing User: Tina Thompson
Date Deposited: 30 Oct 2013 14:57 UTC
Last Modified: 01 Aug 2019 10:36 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/35828 (The current URI for this page, for reference purposes)
Deravi, Farzin: https://orcid.org/0000-0003-0885-437X
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