Use of Statistical Methods for Dimensionality Reduction in Hand Shape Identification Employing Radon Transform and Collaborative Representation Based Classification

Abstract

Hand shape based authentication has long been established as an effective method of biometric identification for access control and security. This paper presents the use of the different statistical measures like mean, median and standard deviation for feature dimensionality reduction following Radon transform along an optimal direction for each query image… (More)

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