虹膜识别的动态特征。

R M da Costa, A Gonzaga
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引用次数: 65

摘要

人眼对可见光很敏感。眼睛上的光照增加会使瞳孔收缩,而光照减少则会使瞳孔扩大。可见光在虹膜环内引起镜面反射。另一方面,人类视网膜对800 nm至1400 nm波长范围内的近红外(NIR)辐射不太敏感,但在近红外照明下仍然可以成像虹膜细节。为了测量人体瞳孔和虹膜的动态运动,同时避免光致反射对数字图像质量的影响,本文设计了一种基于共识反射的装置。当一只眼睛被可见光照射时,这一生物现象会使两只瞳孔同步收缩和扩张。在本文中,我们建议使用近红外照明捕获一只眼睛的瞳孔图像,同时使用可见光脉冲照射另一只眼睛。这种新方法提取虹膜特征称为“动态特征(DFs)”。这种创新的方法提出了提取有关人眼对光的反应方式的信息,并将这些信息用于生物识别目的。结果表明,这些特征是判别特征,即使使用欧几里得距离度量,也能获得99.1%的平均识别准确率。所提出的方法具有“防欺诈”的潜力,因为这些df只能从活的虹膜中提取。
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Dynamic Features for Iris Recognition.

The human eye is sensitive to visible light. Increasing illumination on the eye causes the pupil of the eye to contract, while decreasing illumination causes the pupil to dilate. Visible light causes specular reflections inside the iris ring. On the other hand, the human retina is less sensitive to near infra-red (NIR) radiation in the wavelength range from 800 nm to 1400 nm, but iris detail can still be imaged with NIR illumination. In order to measure the dynamic movement of the human pupil and iris while keeping the light-induced reflexes from affecting the quality of the digitalized image, this paper describes a device based on the consensual reflex. This biological phenomenon contracts and dilates the two pupils synchronously when illuminating one of the eyes by visible light. In this paper, we propose to capture images of the pupil of one eye using NIR illumination while illuminating the other eye using a visible-light pulse. This new approach extracts iris features called "dynamic features (DFs)." This innovative methodology proposes the extraction of information about the way the human eye reacts to light, and to use such information for biometric recognition purposes. The results demonstrate that these features are discriminating features, and, even using the Euclidean distance measure, an average accuracy of recognition of 99.1% was obtained. The proposed methodology has the potential to be "fraud-proof," because these DFs can only be extracted from living irises.

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