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Reseach Article

Palmprint Spectral Biometric Authentication System by using ASD FieldSpec 4 Spectroradiometer

Published on January 2018 by Anita G. Khandizod, Ratndeep. R. Deshmukh, Stephen G. Karungaru, Soumya Banerjee, Vandana L. Jadhav Patil
International Conference on Cognitive Knowledge Engineering
Foundation of Computer Science USA
ICKE2016 - Number 1
January 2018
Authors: Anita G. Khandizod, Ratndeep. R. Deshmukh, Stephen G. Karungaru, Soumya Banerjee, Vandana L. Jadhav Patil
993bd7f7-4055-4dae-802f-71f5f78e4b13

Anita G. Khandizod, Ratndeep. R. Deshmukh, Stephen G. Karungaru, Soumya Banerjee, Vandana L. Jadhav Patil . Palmprint Spectral Biometric Authentication System by using ASD FieldSpec 4 Spectroradiometer. International Conference on Cognitive Knowledge Engineering. ICKE2016, 1 (January 2018), 36-40.

@article{
author = { Anita G. Khandizod, Ratndeep. R. Deshmukh, Stephen G. Karungaru, Soumya Banerjee, Vandana L. Jadhav Patil },
title = { Palmprint Spectral Biometric Authentication System by using ASD FieldSpec 4 Spectroradiometer },
journal = { International Conference on Cognitive Knowledge Engineering },
issue_date = { January 2018 },
volume = { ICKE2016 },
number = { 1 },
month = { January },
year = { 2018 },
issn = 0975-8887,
pages = { 36-40 },
numpages = 5,
url = { /proceedings/icke2016/number1/28947-6033/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Cognitive Knowledge Engineering
%A Anita G. Khandizod
%A Ratndeep. R. Deshmukh
%A Stephen G. Karungaru
%A Soumya Banerjee
%A Vandana L. Jadhav Patil
%T Palmprint Spectral Biometric Authentication System by using ASD FieldSpec 4 Spectroradiometer
%J International Conference on Cognitive Knowledge Engineering
%@ 0975-8887
%V ICKE2016
%N 1
%P 36-40
%D 2018
%I International Journal of Computer Applications
Abstract

Biometric spoofing is a method of fooling a biometric identification management system, where an artificial object is presented to the biometric scanner that imitates the unique biological properties of a person which the system is designed to measure, so that the system will not be able to distinguish the artifact from the real biological target. Therefor existing biometric technology can be enhanced with a spectroscopy method. In this paper ASD field Spec 4 Spectroradiometer device is used to overcome this problem. In this paper preprocessing including smoothing like Moving Average, Savitzky-Golay, Median Filter, and then some descriptive statistical operation carried on preprocessed palmprint data. Recognition rate of the system was calculated by using correlation coefficient and the recognition rate of the proposed system is 77. 56 %.

References
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  9. Alasdair Mac Arthur, Christopher J. MacLellan, and Tim Malthus, "The Fields of View and Directional Response Functions of Two Field Spectroradiometers," IEEE transactions on geoscience and remote sensing, November 2011.
  10. Shalini Singha, Dibyendu Duttaa, Upasana Singha , Jaswant Raj Sharmab, Vinay Kumar Dadhwalb, "Hydat-A Hyperspectral Data Processing Tool For Field Spectroradiometer Data," The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XL-8, 2014, ISPRS Technical Commission VIII Symposium, 09 – 12 December 2014, Hyderabad, India.
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Index Terms

Computer Science
Information Sciences

Keywords

Spectra Asd Fieldspec 4 Hyperspectral Palm-print Derivatives Smoothing