Post-mortem human iris recognition

Mateusz Trokielewicz, A. Czajka, P. Maciejewicz
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引用次数: 36

Abstract

This paper presents a unique analysis of post-mortem human iris recognition. Post-mortem human iris images were collected at the university mortuary in three sessions separated by approximately 11 hours, with the first session organized from 5 to 7 hours after demise. Analysis performed for four independent iris recognition methods shows that the common claim of the iris being useless for biometric identification soon after death is not entirely true. Since the pupil has a constant and neutral dilation after death (the so called “cadaveric position”), this makes the iris pattern perfectly visible from the standpoint of dilation. We found that more than 90% of irises are still correctly recognized when captured a few hours after death, and that serious iris deterioration begins approximately 22 hours later, since the recognition rate drops to a range of 13.3-73.3% (depending on the method used) when the cornea starts to be cloudy. There were only two failures to enroll (out of 104 images) observed for only a single method (out of four employed in this study). These findings show that the dynamics of post-mortem changes to the iris that are important for biometric identification are much more moderate than previously believed. To the best of our knowledge, this paper presents the first experimental study of how iris recognition works after death, and we hope that these preliminary findings will stimulate further research in this area.
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人死后虹膜识别
本文提出了一种独特的人类死后虹膜识别分析方法。人类死后虹膜图像在大学太平间分三次收集,间隔约11小时,第一次在死亡后5到7小时进行。对四种独立的虹膜识别方法进行的分析表明,虹膜在死后不久对生物特征识别无用的普遍说法并不完全正确。由于瞳孔在死后(即所谓的“尸体位置”)保持恒定和中性的扩张,这使得虹膜从扩张的角度来看是完全可见的。我们发现,超过90%的虹膜在死后几小时内仍能被正确识别,而严重的虹膜退化大约在22小时后开始,因为当角膜开始浑浊时,识别率下降到13.3-73.3%(取决于使用的方法)。仅使用一种方法(在本研究中使用的四种方法中),仅观察到两次注册失败(在104张图像中)。这些发现表明,死后虹膜的动态变化对生物识别很重要,比以前认为的要温和得多。据我们所知,这篇论文首次提出了虹膜识别在人死后如何工作的实验研究,我们希望这些初步的发现将刺激这一领域的进一步研究。
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