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FVRC2016: The 2nd Finger Vein Recognition Competition

机译:FVRC2016:第二届手指静脉识别比赛

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摘要

Finger vein recognition is a newly developed and promising biometrics technology. In current researches, finger vein recognition algorithms are mostly evaluated on data collected in laboratory environment. Along with its development, this technology gradually transforms from laboratory to actual use. Finger vein images captured in operational systems are different from those obtained in the lab, due to its uncontrollable acquisition condition and users' behavior. The 2nd Finger Vein Recognition Competition (FVRC2016) was organized for the purpose of assessing and comparing finger vein recognition algorithms on such data. 3 new data sets collected in real application were prepared for evaluating and improving algorithms. 6 submitted algorithms were extensively tested on the data sets. Testing protocols and detailed analysis of the results are also presented in this paper.
机译:手指静脉识别是一种新近开发且很有前途的生物识别技术。在当前的研究中,手指静脉识别算法主要是根据实验室环境中收集的数据进行评估的。随着技术的发展,这项技术逐渐从实验室转变为实际使用。由于其无法控制的采集条件和用户的行为,在操作系统中捕获的指静脉图像与在实验室中获得的图像不同。组织了第二届手指静脉识别比赛(FVRC2016),目的是评估和比较基于此类数据的手指静脉识别算法。为评估和改进算法准备了3个在实际应用中收集的新数据集。在数据集上对6个提交的算法进行了广泛的测试。本文还介绍了测试协议和结果的详细分析。

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