TY - GEN
T1 - Performance evaluation model for the face recognition system
AU - Shin, Yong Nyuo
AU - Kim, Jason
AU - Lee, Yong Jun
AU - Shin, Woochang
AU - Choi, Jinyoung
PY - 2007
Y1 - 2007
N2 - 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 a performance evaluation model for biometric recognition evaluation tools, 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.
AB - 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 a performance evaluation model for biometric recognition evaluation tools, 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.
UR - http://www.scopus.com/inward/record.url?scp=49349099641&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=49349099641&partnerID=8YFLogxK
U2 - 10.1109/FBIT.2007.44
DO - 10.1109/FBIT.2007.44
M3 - Conference contribution
AN - SCOPUS:49349099641
SN - 0769529992
SN - 9780769529998
T3 - Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies, FBIT 2007
SP - 704
EP - 708
BT - Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies, FBIT 2007
T2 - Frontiers in the Convergence of Bioscience and Information Technologies, FBIT 2007
Y2 - 11 October 2007 through 13 October 2007
ER -