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白内障手术后虹膜识别作为一种生物识别方法。

Iris recognition as a biometric method after cataract surgery.

作者信息

Roizenblatt Roberto, Schor Paulo, Dante Fabio, Roizenblatt Jaime, Belfort Rubens

机构信息

Department of Ophthalmology, Federal University of Sao Paulo-Vision Institute, Sao Paulo, Brazil.

出版信息

Biomed Eng Online. 2004 Jan 28;3:2. doi: 10.1186/1475-925X-3-2.

DOI:10.1186/1475-925X-3-2
PMID:14748929
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC333428/
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.

摘要

背景

生物识别方法是利用人体特征进行身份识别的安全技术。虹膜识别系统将虹膜纹理用作唯一标识符。本文对眼内手术后虹膜身份验证进行了分析,这些个体在手术前已进行了虹膜登记。

方法

55名患者的55只眼睛在白内障手术前进行了虹膜登记。在手术前后分别对他们的虹膜进行了三次验证,并在可控的理想生物识别环境中确定了每次识别试验的汉明(数学)距离。还将手术前后虹膜代码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

验证了可见的主观虹膜纹理改变与数学差异之间的相关性。我们仅发现6例眼睛无法再识别的情况,但这些眼睛后来重新进行了登记。描述了在新的冒名顶替者眼睛中发现的主要解剖学变化。

结论

白内障手术改变虹膜纹理的方式使得对纹理生物特征进行数学比较的虹膜识别系统能够检测到这些变化,有时甚至会将预先登记的虹膜视为冒名顶替者而予以拒绝。在我们的研究中,重新登记被证明是一种可行的方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a717/333428/089c8005b505/1475-925X-3-2-4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a717/333428/11298de9c885/1475-925X-3-2-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a717/333428/165e7ab159dc/1475-925X-3-2-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a717/333428/630468248d53/1475-925X-3-2-3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a717/333428/089c8005b505/1475-925X-3-2-4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a717/333428/11298de9c885/1475-925X-3-2-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a717/333428/165e7ab159dc/1475-925X-3-2-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a717/333428/630468248d53/1475-925X-3-2-3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a717/333428/089c8005b505/1475-925X-3-2-4.jpg

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Phacoemulsification Cataract Surgery Affects the Discriminative Capacity of Iris Pattern Recognition.超声乳化白内障手术影响虹膜模式识别的辨别能力。
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A biometric authentication model using hand gesture images.基于手势图像的生物特征认证模型。

本文引用的文献

1
Epigenetic randomness, complexity and singularity of human iris patterns.人类虹膜图案的表观遗传随机性、复杂性和独特性。
Proc Biol Sci. 2001 Aug 22;268(1477):1737-40. doi: 10.1098/rspb.2001.1696.
Biomed Eng Online. 2013 Oct 30;12:111. doi: 10.1186/1475-925X-12-111.
4
Iris recognition in the presence of ocular disease.存在眼部疾病时的虹膜识别
J R Soc Interface. 2009 May 6;6(34):489-93. doi: 10.1098/rsif.2008.0530. Epub 2009 Mar 11.
5
Using biometrics for participant identification in a research study: a case report.在一项研究中使用生物识别技术进行参与者身份识别:一例病例报告。
J Am Med Inform Assoc. 2006 Mar-Apr;13(2):233-5. doi: 10.1197/jamia.M1793. Epub 2005 Dec 15.