Multibiometric systems

ABSTRACT

The latest research indicates using a combination of biometric avenues for human identification is more effective, and far more challenging.

REFERENCES

• 1: E. S. Bigün , Josef Bigün , Benoît Duc , S. Fischer, Expert Conciliation for Multi Modal Person Authentication Systems by Bayesian Statistics, Proceedings of the First International Conference on Audio- and Video-Based Biometric Person Authentication, p.291-300, March 12-14, 1997
• 2: Roberto Brunelli , Daniele Falavigna, Person Identification Using Multiple Cues, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.17 n.10, p.955-966, October 1995 [doi>10.1109/34.464560]
• 3: Tin Kam Ho , Jonathan J. Hull , Sargur N. Srihari, Decision Combination in Multiple Classifier Systems, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.16 n.1, p.66-75, January 1994 [doi>10.1109/34.273716]
• 4: Anil K. Jain , Ruud Bolle , Sharath Pankanti, Biometrics, Personal Identification in Networked Society: Personal Identification in Networked Society, Kluwer Academic Publishers, Norwell, MA, 1998
• 5: Jain, A.K., and Ross, A. Learning user-specific parameters in a multibiometric system. In Proceedings of the IEEE International Conference on Image Processing (Rochester, NY, Sept. 22--25, 2002), 57--60.
• 6: Josef Kittler , Mohamad Hatef , Robert P. W. Duin , Jiri Matas, On Combining Classifiers, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.20 n.3, p.226-239, March 1998 [doi>10.1109/34.667881]
• 7: Arun Ross , Anil Jain, Information fusion in biometrics, Pattern Recognition Letters, v.24 n.13, p.2115-2125, September 2003 [doi>10.1016/S0167-8655(03)00079-5]
• 8: Robert Snelick , Mike Indovina , James Yen , Alan Mink, Multimodal biometrics: issues in design and testing, Proceedings of the 5th international conference on Multimodal interfaces, November 05-07, 2003, Vancouver, British Columbia, Canada [doi>10.1145/958432.958447]
• 9: Verlinde, P., and Cholet, G. Comparing decision fusion paradigms using k-NN based classifiers, decision trees and logistic regression in a multi-modal identity verification application. In Proceedings of the International Conference on Audio and Video-Based Biometric Person Authentication. (Washington, D.C., Mar. 1999), 188--193.

INDEX TERMS

Primary Classification:
  D. Software
  D.2 SOFTWARE ENGINEERING
      D.2.2 Design Tools and Techniques

Additional Classification:
  B. Hardware
  B.4 INPUT/OUTPUT AND DATA COMMUNICATIONS
      B.4.3 Interconnections (subsystems)

  H. Information Systems
  H.5 INFORMATION INTERFACES AND PRESENTATION (I.7)
      H.5.2 User Interfaces (D.2.2, H.1.2, I.3.6)

  J. Computer Applications
  J.3 LIFE AND MEDICAL SCIENCES