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FIRE: Fast Iris REcognition on mobile phones by combining colour and texture features

机译:火:结合了颜色和纹理功能,可在手机上快速识别虹膜

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摘要

FIRE is a Fast Iris REcognition algorithm especially designed for iris recognition on mobile phones under visible-light. It is based on the combination of three classifiers exploiting the iris colour and texture information. Its limited computational time makes FIRE particularly suitable for fast user verification on mobile devices. The high parallelism of the code allows its use also on large databases. FIRE, in its first version, was submitted to the Mobile Iris CHallenge Evaluation part II held in 2016. In this paper, FIRE is further improved: a number of different techniques has been analyzed and the best performing ones have been selected for fusion at score level. Performance are assessed in terms of Recognition Rate (RR), Area Under Receiver Operating Characteristic Curve (AUC), and Equal Error Rate (EER). (C) 2017 Elsevier B.V. All rights reserved.
机译:FIRE是一种快速虹膜识别算法,专为可见光下的手机虹膜识别而设计。它基于利用虹膜颜色和纹理信息的三个分类器的组合。其有限的计算时间使FIRE特别适合在移动设备上进行快速用户验证。代码的高度并行性使其也可以在大型数据库上使用。 FIRE的第一版已提交给2016年举行的Mobile Iris CHallenge评估第二部分。本文对FIRE进行了进一步改进:分析了多种不同的技术,并选择了性能最高的技术进行融合水平。根据识别率(RR),接收器工作特性曲线下面积(AUC)和均等错误率(EER)评估性能。 (C)2017 Elsevier B.V.保留所有权利。

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