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Fast Image Retrieval Method based on Controlled Self Organization Map Neural Network on Biometric Feature

by Gayatri Tiwari, Bhupesh Gour, Asif Ullah Khan
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 105 - Number 15
Year of Publication: 2014
Authors: Gayatri Tiwari, Bhupesh Gour, Asif Ullah Khan
10.5120/18456-9925

Gayatri Tiwari, Bhupesh Gour, Asif Ullah Khan . Fast Image Retrieval Method based on Controlled Self Organization Map Neural Network on Biometric Feature. International Journal of Computer Applications. 105, 15 ( November 2014), 34-36. DOI=10.5120/18456-9925

@article{ 10.5120/18456-9925,
author = { Gayatri Tiwari, Bhupesh Gour, Asif Ullah Khan },
title = { Fast Image Retrieval Method based on Controlled Self Organization Map Neural Network on Biometric Feature },
journal = { International Journal of Computer Applications },
issue_date = { November 2014 },
volume = { 105 },
number = { 15 },
month = { November },
year = { 2014 },
issn = { 0975-8887 },
pages = { 34-36 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume105/number15/18456-9925/ },
doi = { 10.5120/18456-9925 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:37:49.212853+05:30
%A Gayatri Tiwari
%A Bhupesh Gour
%A Asif Ullah Khan
%T Fast Image Retrieval Method based on Controlled Self Organization Map Neural Network on Biometric Feature
%J International Journal of Computer Applications
%@ 0975-8887
%V 105
%N 15
%P 34-36
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Face recognition is proving to exist single of the majority dependable biometric traits for personal recognition . In information Face prototype have steady ,invariant and idiosyncratic feature for individual recognition Reliable agreement and substantiation are flattering essential for many on a daily basis applications. In this paper we are proposing very well-organized quick image retrieval technique based on self organization map neural network on Biometric feature. In the reproduction results we have found that from around 600 images propose algorithm takes only 1 second to retrieve results. That is why this approach is significant in terms of retrieval speed.

References
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Index Terms

Computer Science
Information Sciences

Keywords

SOM Biomeric Feature Neural Network

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