Performance evaluation of fingerprint verification systems

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 28, Issue 1, 2006, Pages 3-17

  Cappelli, Raffaele ^b   Maio, Dario ^a,b   Maltoni, Davide ^a,b   Wayman, James L ^c   Jain, Anil K ^a,d  

^a IEEE

^b UNIVERSITY OF BOLOGNA   (Italy)

^c SAN JOSE STATE UNIVERSITY   (United States)

^d MICHIGAN STATE UNIVERSITY   (United States)

Author keywords

Biometric systems; Fingerprint verification; FVC; Performance evaluation; Technology evaluation

Indexed keywords

DATA COLLECTION; FINGERPRINT RECOGNITION SYSTEMS; FINGERPRINT VERIFICATION SYSTEMS; PERFORMANCE EVALUATION;

ALGORITHMS; BIOMETRICS; COMPUTER HARDWARE; CORRELATION METHODS; DATA ACQUISITION; SOCIETIES AND INSTITUTIONS;

PATTERN RECOGNITION;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; BIOMETRY; COMPARATIVE STUDY; COMPUTER ASSISTED DIAGNOSIS; DERMATOGLYPHICS; EVALUATION; FINGER; HISTOLOGY; HUMAN; METHODOLOGY; PHOTOGRAPHY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SKIN; VALIDATION STUDY;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BIOMETRY; DERMATOGLYPHICS; FINGERS; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; PHOTOGRAPHY; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SKIN;

EID: 33644816032     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2006.20     Document Type: Article

References (31)

1. R. Cappelli, "Synthetic Fingerprint Generation,"Handbook of Fingerprint Recognition, D. Maltoni, D. Maio, A.K. Jain, and S. Prabhakar, eds. New York: Springer, 2003.
2. R. Cappelli, A. Erol, D. Maio, and D. Maltoni, "Synthetic Fingerprint-Image Generation," Proc. 15th Int'l Conf. Pattern Recognition, pp. 475-478, Sept. 2000.
3. R. Cappelli, D. Maio, and D. Maltoni, "Modelling Plastic Distortion in Fingerprint Images," Proc. Second Int'l Conf. Advances in Pattern Recognition, pp. 369-376, Mar. 2001.
4. R. Cappelli, D. Maio, and D. Maltoni, "Synthetic Fingerprint-Database Generation," Proc. 16th Int'l Conf. Pattern Recognition, vol. 3, pp. 744-747, Aug. 2002.
5. Y. Dit-Yan et al., "SVC2004: First International Signature Verification Competition," Proc. Int'l Conf. Biometric Authentication, pp. 16-22, July 2004.
6. G. Doddington et al., "Sheep, Goats, Lambs and Wolves: A Statistical Analysis of Speaker Performance," Proc. Int'l Conf. Language and Speech Processing, pp. 1351-1354, Nov. 1998.
7. J. Fierrez-Aguilar, L. Nanni, J. Ortega-Garcia, R. Cappelli, and D. Maltoni, "Combining Multiple Matchers for Fingerprint Verification: A Case Study in FVC2004," Proc. 13th Int'l Conf. Image Analysis and Processing, Sept. 2005.
8. C. Wilson et al., "Fingerprint Vendor Technology Evaluation 2003: Summary of Results and Analysis Report," NISTIR 7123, Nat'1 Inst. of Standards and Technology, http://fpvte.nist.gov, June 2004.
9. D.M. Blackburn, J.M. Bone, and P.J.Phillips, "Facial Recognition Vendor Test 2000 Evaluation Report," http://www.frvt.org/FRVT2000, Feb. 2001.
10. P.J. Phillips, P. Grother, R.J Micheals, D.M. Blackburn, E Tabassi, and J.M. Bone, "Facial Recognition Vendor Test 2002 Evaluation Report," http://www.frvt.org/FRVT2002, Mar. 2003.
11. Fingerprint Verification Competition (FVC2000), http://bias.csr.unibo.it/fvc2000, 2000.
12. Fingerprint Verification Competition (FVC2002), http://bias.csr.unibo.it/fvc2002, 2002.
13. Fingerprint Verification Competition (FVC2004), http://bias.csr.unibo.it/fvc2004, 2004.
14. ISO/IEC JTC1 SC 37 WG 3 Final Committee Draft 19794-2: Finger Minutiae Pattern Format, 2004.
15. A.K. Jain, S. Prabhakar, and S. Chen, "Combining Multiple Matchers for a High Security Fingerprint Verification System," Pattern Recognition Letters, vol. 20, nos. 11-13, pp. 1371-1379, 1999.
16. A.K. Jain and A. Ross, "Fingerprint Mosaicking," Proc. Inl'l Conf. Acoustic Speech and Signal Processing, vol. 4, pp. 4064-4067, 2002.
17. D. Maio, D. Maltoni, R. Cappelli, J.L. Wayman, and A.K. Jain, "FVC2000: Fingerprint Verification Competition," IEEE Trans. Pattern Analysis Machine Intelligence, vol. 24, no. 3, pp. 402-412, Mar. 2002.
18. D. Maio, D. Maltoni, R. Cappelli, J.L. Wayman, and A.K. Jain, "FVC2002: Second Fingerprint Verification Competition," Proc. 16th Int'l Conf. Pattern Recognition, vol. 3, pp. 811-814, Aug. 2002.
19. D. Maio, D. Maltoni, R. Cappelli, J.L. Wayman, and A.K. Jain, "FVC2004: Third Fingerprint Verification Competition," Proc. Int'l Conf. Biometric Authentication, pp. 1-7, July 2004.
20. D. Maltoni, D. Maio, A.K. Jain, and S. Prabhakar, Handbook of Fingerprint Recognition. New York: Springer, 2003.
21. A. Mansfield, G. Kelly, D. Chandler, and J. Kane, "Biometric Product Testing Final Report," Issue 1.0, U.K. Nat'1 Physical Lab, Mar. 2001.
22. A. Martin, M. Przybocki, and J. Campbell, "The NIST Speaker Recognition Evaluation Program," Biometric Systems Technology, Design and Performance Evaluation, J. Wayman, A. Jain, D. Maltoni, and D. Maio, eds. London: Springer-Verlag, 2004.
23. J. Matasetal, "Comparison of Face Verification Results on the XM2VTS Database," Proc. 15th Int'l Conf. Pattern Recognition, vol. 4, pp. 858-863, Sept. 2000.
24. K. Messeretal, "Face Authentication Competition on the BANCA Database," Proc. Int'l Conf. Biometric Authentication, pp. 8-15, July 2004.
25. Nat'l Inst. of Standards and Technology Speaker Recognition Evaluation, http://www.nist.gov/speech/tests/spk/index.htm, 2004.
26. S.B. Panetal, "An Ultra-Low Memory Fingerprint Matching Algorithm and Its Implementation on a 32-Bit Smart Card," IEEE Trans. Consumer Electronics, vol. 49,. no. 2, pp. 453-459, May 2003.
27. S. Pankanti, N.K. Ratha, and R.M. Bolle, "Structure in Errors: A Case Study in Fingerprint Verification," Proc. 16th Int'l Conf. Pattern Recognition, 2002.
28. P.J. Phillips, A. Martin, C.L. Wilson, and M. Przybocky, "An Introduction to Evaluating Biometric Systems," Computer, vol. 33, no. 2, Feb. 2000.
29. P.J. Phillips, H. Moon, S.A. Rizvi, and P.J. Rauss, "The FERET Evaluation Methodology for Face-Recognition Algorithms," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, no. 10, pp. 1090-1104, Oct. 2000.
30. R. Sanchez-Reillo and C. Sanchez-Avila, "Fingerprint Verification Using Smart Cards for Access Control Systems," IEEE Aerospace and Electronic Systems, vol. 17, no. 9, pp. 12-15, Sept. 2002.
31. "Best Practices in Testing and Reporting Performance of Biometric Devices," U.K. Government's Biometrics Working Group, v2.01, Aug. 2002.