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期刊论文

Gabor Filter Optimization Design for Iris Texture Analysis

徐涛Tao Xu Xing Ming Xiaoguang Yang

Joumal of Bionics Engineering (2004) Vol. 1 No.1, 72-78,-0001,():

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摘要/描述

This paper deals with an optimization design method for the Gabor filters based on the analysis of an iris texture model. By means of analyzing the properties of an iris texture image, the energy distribution regularity of the iris texture image measured by the average power spectrum density is exploited, and the theoretical ranges o the efficient valued frequency and orientation paramenters can also be deduced. The analysis shows the the energy distribution of the iris texture is generally centralized around lower frequencies in the spatial frequency domain. Accordingly, an iterative algorithm is designed to optimize the Gabor parameter field. The experimental results indicate the validity of the theory and efficiency of the algorithm.

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