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Kinship Verification in the Wild: The First Kinship Verification Competition

机译:野外亲缘鉴定:首个亲缘鉴定比赛

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摘要

Kinship verification from facial images in wild conditions is a relatively new and challenging problem in face analysis. Several datasets and algorithms have been proposed in recent years. However, most existing datasets are of small sizes and one standard evaluation protocol is still lack so that it is difficult to compare the performance of different kinship verification methods. In this paper, we present the Kinship Verification in the Wild Competition: the first kinship verification competition which is held in conjunction with the International Joint Conference on Biometrics 2014, Clearwater, Florida, USA. The key goal of this competition is to compare the performance of different methods on a new-collected dataset with the same evaluation protocol and develop the first standardized benchmark for kinship verification in the wild.
机译:在野外条件下从面部图像进行亲缘关系验证是面部分析中一个相对较新且具有挑战性的问题。近年来已经提出了几种数据集和算法。但是,大多数现有数据集的规模很小,并且仍然缺乏一种标准的评估协议,因此很难比较不同亲属验证方法的性能。在本文中,我们介绍了野外竞赛中的亲属关系验证:这是与2014年在美国佛罗里达州克利尔沃特举行的国际生物特征学联合会议共同举办的首个亲属关系验证竞赛。这项竞赛的主要目标是在具有相同评估协议的新数据集上比较不同方法的性能,并为野外亲缘关系验证开发第一个标准化基准。

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