We apologize for a recent technical issue with our email system, which temporarily affected account activations. Accounts have now been activated. Authors may proceed with paper submissions. PhDFocusTM
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
Improved Shuffled Frog Leaping Algorithm with Self-Adaptive Shuffling for Fuzzy Logic PD+G Controller Optimization in Robotic Manipulators

Duc Hoang Nguyen
Random Articles
Reseach Article

Novel Multiple Impression based Multimodal Fingerprint Recognition System

by Arjun V Mane, Yogesh S Rode, K V Kale
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 27 - Number 8
Year of Publication: 2011
Authors: Arjun V Mane, Yogesh S Rode, K V Kale
10.5120/3320-4561

Arjun V Mane, Yogesh S Rode, K V Kale . Novel Multiple Impression based Multimodal Fingerprint Recognition System. International Journal of Computer Applications. 27, 8 ( August 2011), 26-31. DOI=10.5120/3320-4561

@article{ 10.5120/3320-4561,
author = { Arjun V Mane, Yogesh S Rode, K V Kale },
title = { Novel Multiple Impression based Multimodal Fingerprint Recognition System },
journal = { International Journal of Computer Applications },
issue_date = { August 2011 },
volume = { 27 },
number = { 8 },
month = { August },
year = { 2011 },
issn = { 0975-8887 },
pages = { 26-31 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume27/number8/3320-4561/ },
doi = { 10.5120/3320-4561 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:13:15.611983+05:30
%A Arjun V Mane
%A Yogesh S Rode
%A K V Kale
%T Novel Multiple Impression based Multimodal Fingerprint Recognition System
%J International Journal of Computer Applications
%@ 0975-8887
%V 27
%N 8
%P 26-31
%D 2011
%I Foundation of Computer Science (FCS), NY, USA
Abstract

As population grow, the task of fingerprint verification system becomes increasingly more difficult. However performance improvement of biometric based verification system is an interesting and emerging area. In fingerprint verification systems, there are usually multiple enrolled impressions for a same finger. The performance of the systems can be improved by combining these impressions at enrollment level as well as testing level. In this research paper we use a method of score level fusion using multiple enrollment and multiple testing impressions to achieve higher accuracy. Experimental results show that a larger improvement can be obtained by using fusion of multiple enrollments and one testing impression scheme than other one to one matching. Experiment conducted with FVC2000, FVC 2002 and our own (BAMU) database. For the evaluation performance measures (FAR), (FRR), Recognition rate (RR) Equal Error Rate (EER) and Receiver Operating Characteristics curve (ROC) has been used.

References
  1. Chunyu Yanga and Jie Zhou “A comparative study of combining multiple enrolled samples for fingerprint verification”,Elsevier, Pattern Recognition 39 (2006) 2115 – 2130.
  2. A. K. Jain, S. Pankanti, S. Prabhakar, L. Hong, A. Ross, and J. L. Wayman, “Biometrics: A Grand Challenge”, Proc. International Conference on Pattern Recognition (ICPR),IEEE, vol. II, pp. 935-942, Cambridge, UK, Aug. 2004.
  3. D. Maltoni, D. Maio, A.K. Jain, and S. Prabhakar, Handbook of fingerprint recognition, New York: Springer, 2003.
  4. Anil K. Jain, Salil Prabhakar, Lin Hong, and Sharath Pankanti,” Filterbank-Based Fingerprint Matching”, IEEE Transactions on Image Processing, vol. 9, No. 5,May 2000.
  5. Anil K. Jain, Salil Prabhakar,” Decision-level Fusion in Fingerprint Verification”, Elsevier, Pattern Recognition 35 (2002) 861–874.
  6. Lifeng Sha, Feng Zhao, Xiaoou Tang, A Two-Stage Fusion Scheme using Multiple Fingerprint Impressions, Proceedings of the International Conference on Image Processing, ICIP 2007, (SanAntonio, Texas, USA), September 2007.
  7. Chunxiao Ren, Yilong Yin, Jun Ma, and Gongping Yang,”A Novel Method of Score Level Fusion Using Multiple Impressions for Fingerprint Verification” Proceedings of the 2009 IEEE International Conference on Systems, Man, and Cybernetics San Antonio, TX, USA - October 2009.
  8. Anil K. Jain, Salil Prabhakar, Lin Hong, and Sharath Pankanti,” Filterbank-Based Fingerprint Matching”, IEEE Transactions on Image Processing, vol. 9, No. 5,May 2000.
  9. Anil K. Jain, Patrick Flynn, Arun A. Ross,”Handbook of Biometrics” Springer,c2008.
  10. Arun Ross,” An Introduction to Multibiometrics”,appeared in proc.of the 15th European Signal Processing Conference(EUSIPCO),September 2007.
  11. Arun A. Ross, Anil K Jain, Karthik Nandakumar,”Handbook of Multibiometrics” Springer, 2006.
  12. D. Maio, D. Maltoni, R. Cappelli, J. L. Wayman, A. K. Jain,”FVC2000: Fingerprint Verification Competition” IEEE Transactions on Pattern Analysis Machine Intelligence, vol.24, no.3, pp.402-412, March 2002.
  13. D. Maio, D. Maltoni, R. Cappelli, J.L.Wayman, A.K. Jain,” FVC2002: Second Fingerprint Verification Competition” in proceedings 16th International Conference on Pattern Recognition (ICPR2002), Québec City, vol.3, pp.811-814, August 2002.
  14. D. Maio, D. Maltoni, R. Cappelli, J.L. Wayman, A.K. Jain,” FVC2004: Third Fingerprint Verification Competition” in proceedings International Conference on Biometric Authentication (ICBA04), Hong Kong, pp.1-7, July 2004.
  15. Vikas T. Humbe,”Development of Enhancement Technique for Fingerprint Recognition System” Ph.D. Thesis 2007.
Index Terms

Computer Science
Information Sciences

Keywords

Fingerprint Recognition Multiple impressions Fusion

Powered by PhDFocusTM