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15th International Conference on Pattern Recognition (ICPR'00) - Volume 4
Comparison of Face Verification Results on the XM2VTS Database
Barcelona, Spain
September 03-September 08
ISBN: 0-7695-0750-6
J. Matas, University of Surrey and Czech Technical University at Prague
M. Hamouz, University of Surrey
K. Jonsson, University of Surrey
J. Kittler, University of Surrey
Y. Li, University of Surrey
C. Kotropoulos, Aristotle University of Thessaloniki
A. Tefas, Aristotle University of Thessaloniki
I. Pitas, Aristotle University of Thessaloniki
Teewoon Tan, University of Sydney
Hong Yan, University of Sydney
F. Smeraldi, Swiss Federal Institute of Technology
N. Capdevielle, Swiss Federal Institute of Technology
W. Gerstner, Swiss Federal Institute of Technology
Y. Abdeljaoued, Swiss Federal Institute of Technology
J. Bigun, Halmstadt University
S. Ben-Yacoub, Swisscom AG
E. Mayoraz, Motorola Inc.
The paper presents results of the face verification contest that was organized in conjunction with International Conference on Pattern Recognition 2000 [14]. Participants had to use identical data sets from a large, publicly available multimodal database XM2VTSDB. Training and evaluation was carried out according to an a priori known protocol ([7]). Verification results of all tested algorithms have been collected and made public on the XM2VTSDB website [15], facilitating large scale experiments on classifier combination and fusion. Tested methods included, among others, representatives of the most common approaches to face verification - elastic graph matching, Fisher's linear discriminant and Support vector machines.
Citation:
J. Matas, M. Hamouz, K. Jonsson, J. Kittler, Y. Li, C. Kotropoulos, A. Tefas, I. Pitas, Teewoon Tan, Hong Yan, F. Smeraldi, N. Capdevielle, W. Gerstner, Y. Abdeljaoued, J. Bigun, S. Ben-Yacoub, E. Mayoraz, "Comparison of Face Verification Results on the XM2VTS Database," icpr, vol. 4, pp.4858, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 4, 2000
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