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Iris recognition as a biometric method after cataract surgery

机译:虹膜识别是白内障手术后的一种生物识别方法

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摘要

Abstract Background Biometric methods are security technologies, which use human characteristics for personal identification. Iris recognition systems use iris textures as unique identifiers. This paper presents an analysis of the verification of iris identities after intra-ocular procedures, when individuals were enrolled before the surgery. Methods Fifty-five eyes from fifty-five patients had their irises enrolled before a cataract surgery was performed. They had their irises verified three times before and three times after the procedure, and the Hamming (mathematical) distance of each identification trial was determined, in a controlled ideal biometric environment. The mathematical difference between the iris code before and after the surgery was also compared to a subjective evaluation of the iris anatomy alteration by an experienced surgeon. Results A correlation between visible subjective iris texture alteration and mathematical difference was verified. We found only six cases in which the eye was no more recognizable, but these eyes were later reenrolled. The main anatomical changes that were found in the new impostor eyes are described. Conclusions Cataract surgeries change iris textures in such a way that iris recognition systems, which perform mathematical comparisons of textural biometric features, are able to detect these changes and sometimes even discard a pre-enrolled iris considering it an impostor. In our study, re-enrollment proved to be a feasible procedure.
机译:摘要背景生物识别方法是安全技术,利用人的特征进行个人识别。虹膜识别系统使用虹膜纹理作为唯一标识符。本文介绍了在手术前入组个人眼内手术后虹膜身份验证的分析。方法在进行白内障手术之前,对来自55名患者的55只眼睛进行了虹膜检查。他们在手术前和手术后三遍对虹膜进行了验证,并在受控的理想生物测定环境中确定了每次鉴定试验的汉明距离(数学距离)。还将手术前后虹膜代码之间的数学差异与经验丰富的外科医生对虹膜解剖结构改变的主观评估进行了比较。结果证实了可见主观虹膜纹理改变与数学差异之间的相关性。我们只发现了6眼无法辨认的病例,但后来重新登记了这些眼睛。描述了在新的冒名顶替者眼睛中发现的主要解剖变化。结论白内障手术改变虹膜的质地,使得虹膜识别系统能够对纹理生物特征进行数学比较,能够检测到这些变化,有时甚至将预先注册的虹膜视为假冒者而将其丢弃。在我们的研究中,重新注册被证明是可行的程序。

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