Audio-visual twins database

Jing Li, Li Zhang, Dong Guo, Shaojie Zhuo, T. Sim
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引用次数: 5

Abstract

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.
视听双胞胎数据库
同卵双胞胎由于外表相似,对识别系统构成了一个有趣的挑战。尽管针对这个问题已经提出了各种生物识别技术,但由于难以获得双胞胎数据库,现有的工作相当有限。为了鼓励双胞胎识别方法的发展,利用相同的数据库对双胞胎进行公平的比较,我们在2010年5月1日在中国举行的第六届墨江国际双胞胎节上收集了一个视听双胞胎数据库。我们的数据库共包含39对双胞胎,包括中国、美国和俄罗斯的受试者。该数据库包含每个受试者的几张面部图像、面部运动视频和音频记录。本文介绍了该数据库的采集过程、数据库的组织以及数据库的使用方法。我们还展示了我们在双胞胎面部验证、面部动作验证和说话人验证方面的实验,以提供数据库的使用实例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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