2004
@inproceedings{Moo2004,
vgclass = {refpap},
author = {Hyeonjoon Moon},
title = {System Design and Assessment Methodology for Face
Recognition Algorithms},
booktitle = {Proceedings of Advances in Biometric Person
Authentication: the 5th Chinese Conference on Biometric Recognition,
SINOBIOMETRICS 2004},
address = {Guangzhou, China},
number = {3338},
series = {Lecture Notes in Computer Science},
pages = {358--369},
publisher = {Springer-Verlag},
month = {December~13--14},
year = {2004},
url = {http://www.springerlink.com/link.asp?id=bkhvhntky4gty5up},
abstract = {For biometric person authentication, system design and
assessment methodology form essential part of the entire process. We
design a performance evaluation methodology for face recognition system
based on identification and verification model. To validate our model,
we designed a projection-based face recognition system which requires
numerous design decisions. We explicitly state the design decisions by
introducing a generic modular face recognition system. We explore
various implementations for preprocessing, representation and
recognition modules. Our experiment includes major factors for system
design and assessment: (1) changing the illumination normalization
preprocessing; (2) varying the number of features in the
representation; and (3) changing the similarity measure in recognition
process. We perform experiments and present results for identification
and verification scenarios.},
}