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A New and Effective Approach for Fingerprint Recognition by using Feed Forward Back Propagation Neural Network

by Jyoti Rajharia, P. C. Gupta
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 52 - Number 10
Year of Publication: 2012
Authors: Jyoti Rajharia, P. C. Gupta
10.5120/8239-1492

Jyoti Rajharia, P. C. Gupta . A New and Effective Approach for Fingerprint Recognition by using Feed Forward Back Propagation Neural Network. International Journal of Computer Applications. 52, 10 ( August 2012), 20-28. DOI=10.5120/8239-1492

@article{ 10.5120/8239-1492,
author = { Jyoti Rajharia, P. C. Gupta },
title = { A New and Effective Approach for Fingerprint Recognition by using Feed Forward Back Propagation Neural Network },
journal = { International Journal of Computer Applications },
issue_date = { August 2012 },
volume = { 52 },
number = { 10 },
month = { August },
year = { 2012 },
issn = { 0975-8887 },
pages = { 20-28 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume52/number10/8239-1492/ },
doi = { 10.5120/8239-1492 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:51:55.429238+05:30
%A Jyoti Rajharia
%A P. C. Gupta
%T A New and Effective Approach for Fingerprint Recognition by using Feed Forward Back Propagation Neural Network
%J International Journal of Computer Applications
%@ 0975-8887
%V 52
%N 10
%P 20-28
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Fingerprint recognition is one of the oldest form of biometric identification. It has been used for over a century because of their uniqueness and consistency over time. In this paper a new approach has been used in which feed forward back propagation neural network is implemented through matlab. The result obtained shows that the proposed approach somewhat improves the performance compared to the previous approaches.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Pattern recognition biometric identification feed forward back propagation neural network matlab

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