Access Control Based On Visual Face Recognition Using Depth Spatiograms Of Local Quantized Patterns

Tomas Mantecon,Carlos R. Del-Blanco,Fernando Jaureguizar,Narciso Garcia

ICCE（2015）

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摘要

A novel and robust biometric face identification algorithm for access control applications is proposed. The key contribution is the design of a high discriminative feature descriptor for depth imagery, called Depth Spatiogram of Local Quantized Patterns, which is used as input of a bank of Support Vector Machine classifiers.

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关键词

authorisation,face recognition,image classification,support vector machines,access control applications,depth imagery,depth spatiogram,high discriminative feature descriptor,local quantized pattern,robust biometric face identification algorithm,support vector machine classifier,visual face recognition,face,sensors,robustness,access control,histograms

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