Publications:Comparison of face verification results on the XM2VTS database

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Title	Comparison of face verification results on the XM2VTS database
Author
Year	2000
PublicationType	Conference Paper
Journal
HostPublication	Proceedings of the 15th International Conference on Pattern Recognition (ICPR'00) - Volume 4
Conference	15th International Conference on Pattern Recognition (ICPR'00), 3-7 Sept. 2000 Barcelona, Spain
DOI	http://dx.doi.org/10.1109/ICPR.2000.903052
Diva url	http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:408418
Abstract	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.