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Some Refinement on Iris Localization Algorithm

机译:虹膜定位算法的一些改进

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Biometrics recognition is a common and reliable way to authenticate the identity of a living person based on physiological or behavioral characteristics. Iris recognition is one of the newer biometric recognition technologies used for personal identification. It is reliable and widely used. In general a typical iris recognition system consists of three basic module which include image acquisition, Iris Localization & pre-processing, Iris texture extraction & signature encoding and lastly Iris signature matching for recognition or verification. One of the most important steps in iris recognition systems is iris localization, which is related to the detection of the exact location and contour of the iris in an image. (i.e it defines the inner and outer boundaries of iris region) Obviously, the performance of the identification system is closely related to the precision of the iris localization step. In this study, an efficient algorithm for iris localization is proposed. The algorithm proposed can accurately define both the inner and outer boundaries of the iris irrespective of the geometry it may be (circle or eclipse) by capturing the parameters that represents the geometry.
机译:生物特征识别是一种基于生理或行为特征来认证活人身份的通用且可靠的方法。虹膜识别是用于个人识别的较新的生物识别技术之一。它是可靠的并且被广泛使用。通常,典型的虹膜识别系统由三个基本模块组成,其中包括图像采集,虹膜定位和预处理,虹膜纹理提取和签名编码以及最后用于识别或验证的虹膜签名匹配。虹膜识别系统中最重要的步骤之一是虹膜定位,这与检测图像中虹膜的确切位置和轮廓有关。 (即,它定义了虹膜区域的内部和外部边界)显然,识别系统的性能与虹膜定位步骤的精度密切相关。在这项研究中,提出了一种有效的虹膜定位算法。通过捕获代表几何形状的参数,所提出的算法可以准确定义虹膜的内部和外部边界,而与虹膜的几何形状(圆形或椭圆形)无关。

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