An adaptive multimodal biometric management algorithm

IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews

Volumn 35, Issue 3, 2005, Pages 344-356

  Veeramachaneni, Kalyan ^a   Osadciw, Lisa Ann ^a   Varshney, Pramod K ^a  

^a Syracuse University   (United States)

Author keywords

Multimodal biometrics; Multisensor fusion; Particle swarm optimization

Indexed keywords

ADAPTIVE ALGORITHMS; DECISION SUPPORT SYSTEMS; EVOLUTIONARY ALGORITHMS; FACE RECOGNITION; OPTIMIZATION; SECURITY SYSTEMS; SPEECH RECOGNITION;

BIOMETRIC SECURITY SYSTEM; MULTIMODAL BIOMETRICS; PARTICLE SWARM OPTIMIZATION;

SENSOR DATA FUSION;

EID: 23944488518     PISSN: 10946977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCC.2005.848191     Document Type: Article

References (23)

1. J. D. Woodward Jr., "Biometrics: Facing up to terrorism," presented at the Biometrics Consortium Conf., Arlington, VA, Feb. 2000.
2. S. King, "Personal identification pilot study," presented at the Biometrics Consortium Conf., Arlington, VA, Feb. 2002.
3. Forrester Research (2001). Online. Available: http://www.forrester.com.
4. Gartner Group (2001). Online. Available: http://www.gartner.com.
5. L. Hong and A. Jain, "Integrating faces and fingerprints for personal identification," IEEE Trans. Pattern Anal. Machine Intell., vol. 20, no. 12, pp. 1295-1307, Dec. 1998.
6. S. Prabhakar and A. Jain, "Decision-level fusion in fingerprint verification," Pattern Recognit., vol. 35, pp. 861-874, Feb. 2002.
7. S. Panikanti, R. M. Bolle, and A. Jain, "Biometrics: The future of identification," IEEE Comput., vol. 33, no. 2, pp. 46-49, Feb. 2000.
8. A. K. Jain, S. Prabhakar, and S. Chen, "Combining multiple matchers for a high security fingerprint verification system,"Pattern Recognit. Lett., vol. 20, no. 11-13, pp. 1371-1379, Nov. 1999.
9. R. W. Frischholz and U. Deickmann, "BioID: A multimodal biometric identification system," IEEE Comput., vol. 33, no. 2, Feb. 2000.
10. L. Hong, A. K. Jain, and S. Panikanti, "Can multibiometrics improve perfomance?" in Proc. AutoID, Summit, NJ, Oct. 1999, pp. 59-64.
11. T. Mansfield, G. Kelly, D. Chandler, and J. Kane, "Biometric product testing final report, computing," Nat. Phys. Lab., U.K., Mar. 2001.
12. L. Osadciw, P. K. Varshney, and K. Veeramachaneni, "Improving personal identification accuracy using multisensor fusion for building access control applications," in Proc. Fifth Int. Conf. Inf. Fusion, vol. 2, Annapolis, MD, July 2002.
13. S. M. Kay, Fundamentals of Statistical Signal Processing: Detection Theory. Englewood Cliffs, NJ: Prentice-Hall, 1998, vol, II, pp. 1176-1183.
14. R. Viswanathan and P. K. Varshney, "Distributed detection with multiple sensors: Part I - Fundamentals," Proc. IEEE, vol. 85, no. 1, pp. 54-63, Jan. 1997.
15. P.K. Varshney, Distributed Detection and Data Fusion. New York: Springer, 1997.
16. A. K. Jain, R. M. Bolle, and S. Pankanti, Eds., Biometrics: Personal Identification in a Network Society. Norwell; MA: Kluwer, 1999.
17. R. Eberhart and Y. Shi, "Comparison between genetic algorithms and particle swarm optimization," presented at the 7th Annual Conf. Evolutionary Programming, San Diego, CA, Mar. 1998.
18. A. Carlisle and G. Dozier, "Adapting particle swarm optimization to dynamic environments," in Proc. Int. Conf. Artifi. Intell., Las Vegas, NV, Jun. 2000, pp. 429-434.
19. J. Kennedy, R. C. Eberhart, and Y. H. Shi, Swarm Intelligence V. San Mateo, CA: Morgan Kaufmann, Jun. 2001.
20. R. Eberhart and J. Kennedy, "A new optimizer using particles swarm theory," in Proc. Sixth Int. Symp. Micro Machine Human Science, Nayoga, Japan, Oct. 1995, pp. 39-43.
21. K. Veeramachaneni, T. Peram, C. Mohan, and L. A. Osadciw, "Optimization using particle swarm with near neighbor interactions," presented at the GECCO, Chicago, IL, Jul. 2003.
22. Biometrics: Complete Identification verification Resource [Online] www.findbiometrics.com/pages/lead3.html.
23. T. Peram, K. Veeramachaneni, and C. Mohan, "Fitness distance ratio based particle swarm optimization," in Proc. Swarm Intelligence Symp., Indianapolis, IN, Apr. 24-26, 2003.