Notification: Our email services are now fully restored after a brief, temporary outage caused by a denial-of-service (DoS) attack. If you sent an email on Dec 6 and haven't received a response, please resend your email.
CFP last date
20 December 2024
Call for Paper
January Edition
IJCA solicits high quality original research papers for the upcoming January edition of the journal. The last date of research paper submission is 20 December 2024

Submit your paper
Know more
The week's pick
Responsive image
SFLA-Based Line Balancing and Task Optimization in Master-Slave Controlled Hanger Transportation Systems for Garment Production

Duc Hoang Nguyen
Random Articles
Reseach Article

A Contemporary Implementation of Two-Class Fingerprint Indexing

Published on August 2015 by Nachamai M, Joy Paulose, Samuel Marandi
journal_cover_thumbnail

International Conference on Futuristic Innovations and Challenges to Diversity Management Emerging Technologies and Sustainability for Inclusive Industrial Growth
Foundation of Computer Science USA
ICFIDM2014 - Number 1
August 2015
Authors: Nachamai M, Joy Paulose, Samuel Marandi
548f6701-3293-4e87-8a72-e80c73a50604

Nachamai M, Joy Paulose, Samuel Marandi . A Contemporary Implementation of Two-Class Fingerprint Indexing. International Conference on Futuristic Innovations and Challenges to Diversity Management Emerging Technologies and Sustainability for Inclusive Industrial Growth. ICFIDM2014, 1 (August 2015), 1-3.

@article{
author = { Nachamai M, Joy Paulose, Samuel Marandi },
title = { A Contemporary Implementation of Two-Class Fingerprint Indexing },
journal = { International Conference on Futuristic Innovations and Challenges to Diversity Management Emerging Technologies and Sustainability for Inclusive Industrial Growth },
issue_date = { August 2015 },
volume = { ICFIDM2014 },
number = { 1 },
month = { August },
year = { 2015 },
issn = 0975-8887,
pages = { 1-3 },
numpages = 3,
url = { /proceedings/icfidm2014/number1/21913-5002/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Futuristic Innovations and Challenges to Diversity Management Emerging Technologies and Sustainability for Inclusive Industrial Growth
%A Nachamai M
%A Joy Paulose
%A Samuel Marandi
%T A Contemporary Implementation of Two-Class Fingerprint Indexing
%J International Conference on Futuristic Innovations and Challenges to Diversity Management Emerging Technologies and Sustainability for Inclusive Industrial Growth
%@ 0975-8887
%V ICFIDM2014
%N 1
%P 1-3
%D 2015
%I International Journal of Computer Applications
Abstract

Biometric is a characteristic measure of a person. Through biometrics a person can be labeled. Fingerprint is a striking biometric which supersedes all other biometrics because of the property of universality and uniqueness. Most of the organizations which are time bound rely largely on fingerprint biometric. It is a known issue that fingerprints are images and manipulating it eventually takes time to search on database and retrieve or recognize it. The method proposed and implemented in this paper is a new and concise way of indexing a fingerprint database based on the edges that come from the fingerprint. It has been lucrative in classifying them into two classes. The algorithm success rate on the UPEK database and Sfinge dataset yielded a satisfactory true positive rate of 100% and 98% respectively.

References
  1. Jain, L. C. et al. (Eds. ). 1999. Intelligent Biometric Techniques in Fingerprint and Face Recognition. Boca Raton, FL: CRC Press.
  2. L. C. Jain, U. Halici, I. Hayashi, Lee S. B. & S. Tsutsui. 1999, Intelligent Biometric Techniques in Fingerprint and Face Recognition, CRC Press LLC, United States of America.
  3. Russ, John C. 1995, The Image processing Handbook, Second edition. CRC Press Inc, United States of America.
  4. Edward RHenry. (1974): Classification and uses offingerprints, AMS Press, New York.
  5. A. Jain, L. Hong and R. Bolle, 'On-line fingerprint verification, IEEE Trans, Pattern Anal. And Machine Intell. , 19(4):302-314,1997.
  6. K. Karu and A. K. Jain 'Fingerprint classification, Pattern Recognition, 29(3):389-404,1996.
  7. E. Newham, The biometric report, SJB services, Newyork, 1995.
  8. D. Maltoni, D. Maio, A. K. Jain, S. Prabhakar, 'Handbook of finger print recognition", Springer Verlang, 2003.
  9. J. Feng, A. Cai, 'Fingerprint Indexing using ridge invariants', proceedings of ICPR vol. 4, pp. 433-436, 2006.
  10. J. D. Boer, A. M. Bazen and S. H. Gerez. Indexing fingerprint database based on multiple features. Proc. ProRISC, 12th Annual Workshop on Circuits, Systems and Signal Processing, 2001.
  11. Xin Shuai, Fingerprint indexing based on composite set of reduced SIFT features, Pattern Recognition, pp. 1-4,19th International Conference ICPR 2008.
  12. Illoanusi O N, Gyaourova A, Ross A, Indexing fingerprints using Minutiae quadruplets, Computer Vision and Pattern Recognition IEEE workshop, june 2014.
Index Terms

Computer Science
Information Sciences

Keywords

Naive Bayes Classifier Biometrics Fingerprint Indexing Edge Operator.