Formal Implementation of a Performance Evaluation Model for the Face Recognition System
Joint Authors
Kim, Jason
Choi, Jin-Young
Lee, Yong-Jun
Shin, Woochang
Shin, Yong-Nyuo
Source
Issue
Vol. 2008, Issue 2008 (31 Dec. 2008), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2007-11-11
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
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.
American Psychological Association (APA)
Shin, Yong-Nyuo& Kim, Jason& Lee, Yong-Jun& Shin, Woochang& Choi, Jin-Young. 2007. Formal Implementation of a Performance Evaluation Model for the Face Recognition System. BioMed Research International،Vol. 2008, no. 2008, pp.1-10.
https://search.emarefa.net/detail/BIM-987801
Modern Language Association (MLA)
Shin, Yong-Nyuo…[et al.]. Formal Implementation of a Performance Evaluation Model for the Face Recognition System. BioMed Research International No. 2008 (2008), pp.1-10.
https://search.emarefa.net/detail/BIM-987801
American Medical Association (AMA)
Shin, Yong-Nyuo& Kim, Jason& Lee, Yong-Jun& Shin, Woochang& Choi, Jin-Young. Formal Implementation of a Performance Evaluation Model for the Face Recognition System. BioMed Research International. 2007. Vol. 2008, no. 2008, pp.1-10.
https://search.emarefa.net/detail/BIM-987801
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-987801