Record Details

FINGER KNUCKLE PRINT BASED VERIFICATION USING MINIMUM AVERAGE CORRELATION ENERGY FILTER

International Journal of Electronic Commerce Studies

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Title FINGER KNUCKLE PRINT BASED VERIFICATION USING MINIMUM AVERAGE CORRELATION ENERGY FILTER
 
Creator Verma, Gaurav; Indian Institute of Technology Delhi
Sinha, Aloka; Indian Institute of Technology Delhi
 
Subject Authentication; Correlation Filter; Minimum Average Correlation Energy Filter; Finger Knuckle Print; Region of Interest
 
Description Biometric-based technologies are being widely used for personal authentication and identification in access control and e-commerce applications. Finger knuckle print, a new hand based biometric trait has recently been utilized in verification and identification based systems. A finger knuckle print possesses a unique and highly distinctive pattern. In this paper, the high discrimination capability of correlation filters were employed for a finger knuckle print based recognition system. The correlation filters have important characteristics like shift invariance and distortion tolerance. A minimum average correlation energy correlation filter was designed for finger knuckle print verification. The performance of the designed filter was evaluated by calculating the peak to side lobe ratio, the false acceptance ratio, the false rejection ratio and the equal error rate. The computational experiments were done on a Matlab platform on the Poly U finger knuckle print database.To cite this document: Gaurav Verma and Aloka Sinha, "Finger knuckle print based verification using minimum average correlation energy filter", International Journal of Electronic Commerce Studies, Vol.5, No.2, pp. 233-246, 2014.Permanent link to this document:http://dx.doi.org/10.7903/ijecs.1089
 
Publisher Academy of Taiwan Information Systems Research
 
Contributor —
 
Date 2014-12-19
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
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Format application/pdf
 
Identifier http://academic-pub.org/ojs/index.php/ijecs/article/view/1089
 
Source International Journal of Electronic Commerce Studies; Vol 5, No 2 (2014); 233-246
2073-9729
 
Language eng
 
Relation http://academic-pub.org/ojs/index.php/ijecs/article/view/1089/264
 
Rights Copyright (c) 2014 International Journal of Electronic Commerce Studies