QPLC: A novel multimodal biometric score fusion method

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010

Volumn , Issue , 2010, Pages 46-52

  Basak, Jayanta ^a   Kate, Kiran ^a   Tyagi, Vivek ^a   Ratha, Nalini ^b  

^a IBM RESEARCH INDIA   (India)

^b IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRICS AUTHENTICATION; DATA SETS; FUSION OF MULTIPLE CLASSIFIERS; LEVEL TRANSFORMATION; LINEAR CLASSIFICATION; LINEAR CLASSIFIERS; MULTI-MODAL BIOMETRICS; MULTIPLE CLASSIFIERS; SCORE FUSION; SCORE-LEVEL FUSION; TWO-COMPONENT;

BIOMETRICS; CLASSIFIERS; COMPUTER VISION; IMAGE SEGMENTATION; MATHEMATICAL TRANSFORMATIONS; TECHNICAL PRESENTATIONS;

COMPUTATIONAL METHODS;

EID: 77956556813     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2010.5543232     Document Type: Conference Paper

References (15)

1. National Institute of Standards and Technology, NIST Biometric Scores Set - Release 1, http://www.itl.nist.gov/iad/894.03/biometricscores/, 2004.
2. Chih-Chung Chang and Chih-Jen Lin, LIBSVM: a library for support vector machines, 2001. Software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm
3. C. Cortes and V. Vapnik, Support-vector networks, Machine learning, 20(3):273-297, 1995.
4. M. C. Zoepfl and H. J. Korves, Improving identity discovery through fusion, ITPro Jan/Feb 2009.
5. K. Nandakumar, Y. Chen, S. C. Dass, and A. K. Jain, Likelihood ratio based biometric score fusion, IEEE Trans on Pattern Analysis and Machine Intelligence, Vol. 30, No. 2, Feb 2008.
6. S. Garcia-Salicetti, M.A. Mellakh, L. Allano, and B. Dorizzi, Multimodal biometric score fusion: the mean rule vs. support vector classifiers, Proc. EUSIPCO, 2005.
7. M. Villegas and R. Paredes, Score Fusion by Maximizing the Area under the ROC Curve, Pattern Recognition and Image Analysis: 4th Iberian Conference, IbPRIA, June 2009.
8. A. K. Jain, A. Ross, Multibiometric systems, Communications of the ACM, Special Issue on Multimodal Interfaces 47 (1), 34-40, 2004.
9. J. Kittler, M. Hatef, R. P. Duin, J. G. Matas, On Combining Classifiers, IEEE Transactions on Pattern Analysis and Machine Intelligence 20 (3), 226-239, 1998.
10. S. Prabhakar, A. K. Jain, Decision-level Fusion in Fingerprint Verification, Pattern Recognition 35 (4), 861-874, 2002.
11. A. K. Jain, K. Nandakumar, and A. Ross, Score Normalization in Multimodal Biometric Systems, Pattern Recognition, vol. 38, no. 12, pp. 2270-2285, December 2005.
12. B. Ulery, A. R. Hicklin, C. Watson, W. Fellner, and P. Hallinan, Studies of Biometric Fusion, NIST, Tech. Rep. IR 7346, September 2006.
13. C. Dwork, R. Kumar, M. Naor and D. Sivakumar, Rank aggregation methods for the Web, WWW '01: Proceedings of the 10th international conference on World Wide Web, 613-622, 2001.
14. M. L. Gavrilova and M. M. Monwar, Fusing multiple matcher's outputs for secure human identification, Int. J. Biometrics, 1(3), 329-348, 2009.
15. Andrade, C. and von Solms, S. H., Investigating and comparing multimodal biometric techniques, Policies and Research in Identity Management, IFIP International Federation for Information Processing, vol. 261, pp. 79-90, 2008.