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OALib Journal期刊
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Iris recognition based on the analysis of local regions
基于局部纹理分析的虹膜识别算法

Keywords: Biometric,iris recognition,Gabor filter
生物特征识别
,虹膜识别,Gabor滤波,局部,纹理分析,虹膜纹理,识别算法,regions,local,analysis,based,recognition,有效性,方法,匹配试验,欧氏距离,纹理结构,反应,位置,特征编码,加权平均,相似度,空间形态

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Abstract:

In this paper, we proposed a new iris recognition method based on the analysis of local regions. By means of using some Gabor filters, the original images were transformed into some filtered images, in which the coefficients can describe the similarity between the local regions and filters. The iris feature was extracted by getting the weighted average of the coefficients of each point in these local regions. The iris feature matching was based on the Euclidean distance between the corresponding feature points. The experimental results illustrate that the proposed method is effective.

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