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Formal implementation of a performance evaluation model for the face recognition system

Authors
Shin, Yong-NyuoKim, JasonLee, Yong-JunShin, WoochangChoi, Jin-Young
Issue Date
2008
Publisher
HINDAWI PUBLISHING CORPORATION
Citation
JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY
Indexed
SCIE
SCOPUS
Journal Title
JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/134983
DOI
10.1155/2008/742504
ISSN
1110-7243
Abstract
Due to usability features, practical applications, and its lack of intrusiveness, face recognition technology, based on information, derived from individuals' facial features, has been attracting considerable attention recently. Reported recognition rates of commercialized face recognition systems cannot be admitted as official recognition rates, as they are based on assumptions that are beneficial to the specific system and face database. Therefore, performance evaluation methods and tools are necessary to objectively measure the accuracy and performance of any face recognition system. In this paper, we propose and formalize a performance evaluation model for the biometric recognition system, implementing an evaluation tool for face recognition systems based on the proposed model. Furthermore, we performed evaluations objectively by providing guidelines for the design and implementation of a performance evaluation system, formalizing the performance test process. Copyright (C) 2008.
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