Likelihood-Ratio-Based Biometric Verification

IEEE Transactions on Circuits and Systems for Video Technology

Volumn 14, Issue 1, 2004, Pages 86-94

  Bazen, Asker M ^a   Veldhuis, Raymond N J ^a  

^a UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

Biometric verification; Fingerprint recognition; Fixed length feature vector; Likelihood ratio; Posterior probability density

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; DATABASE SYSTEMS; ERROR ANALYSIS; FACE RECOGNITION; FEATURE EXTRACTION; MAXIMUM LIKELIHOOD ESTIMATION; PROBABILITY DENSITY FUNCTION; VECTORS;

BIOMETRIC VERIFICATIONS; FINGERPRINT RECOGNITION; FIXED-LENGTH FEATURE VECTOR; LIKELIHOOD RATIO;

PATTERN MATCHING;

EID: 0742272658     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2003.818356     Document Type: Article

References (14)

1. A. M. Bazen and S. H. Gerez, "Fingerprint matching by thin-plate spline modeling of elastic deformations," Patt. Recognit., vol. 36, no. 8, pp. 1859-1867, Aug. 2003.
2. A. K. Jain, L. Hong, and R. Bolle, "On-line fingerprint verification," IEEE Trans. Pattern Anal. Machine Intell., vol. 19, pp. 302-314. Apr. 1997.
3. A. K. Jain, S. Prabhakar, L. Hong, and S. Pankanti, "Filterbank-based fingerprint matching," IEEE Trans. Image Processing, vol. 9, pp. 846-859, May 2000.
4. M. Golfarelli, D. Maio, and D. Maltoni, "On the error-reject trade-off in biornetric verification systems," IEEE Trans. Pattern Anal. Machine Intell., vol. 19, pp. 786-796, July 1997.
5. H. L. Van Trees, Detection, Estimation, and Modulation Theory. New York: Wiley, 1968.
6. T. K. Moon and W. C. Stirling, Mathematical Methods and Algorithms for Signal Processing. Upper Saddle River, NJ: Prentice-Hall, 2000.
7. D. Maio, D. Maltoni, R. Cappelli, J. L. Wayman, and A. K. Jain, "FVC2000: Fingerprint verification competition," IEEE Trans. Pattern Anal. Machine Intell., vol. 24, pp. 402-412, Mar. 2002.
8. A. M. Bazen and S. H. Gerez, "Systematic methods for the computation of the directional field and singular points of fingerprints," IEEE Trans. Pattern Anal. Machine Intell., vol. 24, pp. 905-919, July 2002.
9. A. Ross, J. Reisman, and A. K. Jain, "Fingerprint matching using feature space correlation," in Proc. Biometric Authentication, Int. ECCV 2002 Workshop, vol. 2359 of LNCS, M. Tistarelli, J. Bigun, and A. K. Jain, Eds., Copenhagen, Denmark, June 2002, pp. 48-57.
10. A. M. Bazen, "Fingerprint identification - Feature extraction, matching, and database search," Ph.D. dissertation, Univ. of Twente, Enschede, The Netherlands, 2002.
11. A. Ross, A. K. Jain, and J. Reisman, "A hybrid fingerprint matcher," Patt. Recognit., vol. 36, no. 7, pp. 1661-1673, July 2003.
12. S. Fukunaga, Introduction to Statistical Pattern Recognition. San Diego, CA: Academic, 1990.
13. A. K. Jain, S. Prabhakar, and A. Ross, "Fingerprint matching: Data Acquisition and Performance Evaluation," Dept. of Computer Science, Michigan State Univ., East Lansing, Tech. Rep. MSU-CPS-99-14, 1999.
14. A. K. Jain and A. Ross, "Fingerprint mosaicking," in Proc. IEEE Int. Conf. on Acoustic Speech and Signal Processing (ICASSP), Orlando, FL, May 2002.