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Report on the FG 2015 Video Person Recognition Evaluation

Beveridge, JR, Zhang, H, Draper, BA, Flynn, PJ, Feng, Z, Huber, P, Kittler, J, Huang, Z, Li, S, Li, Y, Kan, M, Wang, R, Shan, S, Chen, X, Li, H, Hua, G, Štruc, V, Križaj, J, Ding, C, Tao, D and Phillips, PJ (2015) Report on the FG 2015 Video Person Recognition Evaluation In: Automatic Face and Gesture Recognition (FG), 2015 11th IEEE International Conference and Workshops on, 2015-05-04 - 2015-05-08, Ljubljana.

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Abstract

This report presents results from the Video Person Recognition Evaluation held in conjunction with the 11th IEEE International Conference on Automatic Face and Gesture Recognition. Two experiments required algorithms to recognize people in videos from the Point-and-Shoot Face Recognition Challenge Problem (PaSC). The first consisted of videos from a tripod mounted high quality video camera. The second contained videos acquired from 5 different handheld video cameras. There were 1401 videos in each experiment of 265 subjects. The subjects, the scenes, and the actions carried out by the people are the same in both experiments. Five groups from around the world participated in the evaluation. The video handheld experiment was included in the International Joint Conference on Biometrics (IJCB) 2014 Handheld Video Face and Person Recognition Competition. The top verification rate from this evaluation is double that of the top performer in the IJCB competition. Analysis shows that the factor most effecting algorithm performance is the combination of location and action: where the video was acquired and what the person was doing.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Authors :
AuthorsEmailORCID
Beveridge, JRUNSPECIFIEDUNSPECIFIED
Zhang, HUNSPECIFIEDUNSPECIFIED
Draper, BAUNSPECIFIEDUNSPECIFIED
Flynn, PJUNSPECIFIEDUNSPECIFIED
Feng, ZUNSPECIFIEDUNSPECIFIED
Huber, PUNSPECIFIEDUNSPECIFIED
Kittler, JUNSPECIFIEDUNSPECIFIED
Huang, ZUNSPECIFIEDUNSPECIFIED
Li, SUNSPECIFIEDUNSPECIFIED
Li, YUNSPECIFIEDUNSPECIFIED
Kan, MUNSPECIFIEDUNSPECIFIED
Wang, RUNSPECIFIEDUNSPECIFIED
Shan, SUNSPECIFIEDUNSPECIFIED
Chen, XUNSPECIFIEDUNSPECIFIED
Li, HUNSPECIFIEDUNSPECIFIED
Hua, GUNSPECIFIEDUNSPECIFIED
Štruc, VUNSPECIFIEDUNSPECIFIED
Križaj, JUNSPECIFIEDUNSPECIFIED
Ding, CUNSPECIFIEDUNSPECIFIED
Tao, DUNSPECIFIEDUNSPECIFIED
Phillips, PJUNSPECIFIEDUNSPECIFIED
Date : 8 May 2015
Contributors :
ContributionNameEmailORCID
["contributor_type_typename_publisher" not defined]IEEE, UNSPECIFIEDUNSPECIFIED
Depositing User : Symplectic Elements
Date Deposited : 28 Mar 2017 15:54
Last Modified : 28 Mar 2017 15:54
URI: http://epubs.surrey.ac.uk/id/eprint/810701

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