Audio-Visual Twins Database

被引:0
作者
Li, Jing [1 ]
Zhang, Li [1 ]
Guo, Dong [2 ]
Zhuo, Shaojie [3 ]
Sim, Terence [1 ]
机构
[1] Natl Univ Singapore, Sch Comp, Singapore 117548, Singapore
[2] Facebook, Menlo Pk, CA USA
[3] Qualcomm, Toronto, ON, Canada
来源
2015 INTERNATIONAL CONFERENCE ON BIOMETRICS (ICB) | 2015年
关键词
RECOGNITION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Identical twins pose an interesting challenge for recognition systems due to their similar appearance. Although various biometrics have been proposed for the problem, existing works are quite limited due to the difficulty of obtaining a twins database. To encourage the methods for twins recognition and make a fair comparison of them by using the same database, we collected an audio-visual twins database at the Sixth Mojiang International Twins Festival held on 1 May 2010, China. Our database contains 39 pairs of twins in total, including Chinese, American and Russian subjects. This database contains several face images, facial motion videos and audio records for each subject. In this paper, we describe the collection procedure, organization of the database, and usage method of the database. We also show our experiments on face verification, facial motion verification and speaker verification for twins to provide usage examples of the database.
引用
收藏
页码:493 / 500
页数:8
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