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Face illumination compensation based on Armlets
基于Armlets的人脸光照补偿

Keywords: face recognition,illumination compensation,multiwavelets transform,Armlets
人脸识别
,光照补偿,多小波变换,Armlets,人脸识别,光照补偿算法,based,compensation,illumination,误识率,方法,结果,实验,比较,对数域,多小波变换,域计算,光照条件,非均匀

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Abstract:

A new illumination compensation method for face recognition under nonuniform illumination conditions was presented. The method calculated 2-dimensional Armlets (analysis-ready multiwavelets) transform for face illumination compensation in logarithm domain, and then conducted face recognition experiment directly in logarithm domain. The proposed approach was compared with other illumination compensation methods on Yale B face database. The experimental results show that the average error rate of the proposed approach is only 0.18%, which is superior to that of all the existing methods.

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