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ICFVR 2017: 3rd International Competition on Finger Vein Recognition

机译:ICFVR 2017:第三届手指静脉识别国际比赛

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摘要

In recent years, finger vein recognition has become an important sub-field inbiometrics and been applied to real-world applications. The development offinger vein recognition algorithms heavily depends on large-scale real-worlddata sets. In order to motivate research on finger vein recognition, wereleased the largest finger vein data set up to now and hold finger veinrecognition competitions based on our data set every year. In 2017,International Competition on Finger Vein Recognition(ICFVR) is held jointlywith IJCB 2017. 11 teams registered and 10 of them joined the final evaluation.The winner of this year dramatically improved the EER from 2.64% to 0.483%compared to the winner of last year. In this paper, we introduce the processand results of ICFVR 2017 and give insights on development of state-of-artfinger vein recognition algorithms.
机译:近年来,手指静脉识别已成为重要的子领域生物计量学,并已应用于实际应用中。开发者静脉识别算法在很大程度上取决于大规模的真实世界数据集。为了激发对手指静脉识别的研究,我们发布了迄今为止最大的手指静脉数据集,并每年根据我们的数据集举行手指静脉识别比赛。 2017年,与IJCB 2017联合举办了国际手指静脉识别竞赛(ICFVR)。注册了11个团队,其中10个团队参加了最终评估。今年的获奖者的EER从2.95%大大提高到0.483%去年。在本文中,我们介绍了ICFVR 2017的过程和结果,并对先进的手指静脉识别算法的发展提供了见识。

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