Personal identity verification by serial fusion of fingerprint and face matchers

Pattern Recognition

Volumn 42, Issue 11, 2009, Pages 2807-2817

  Marcialis, Gian Luca ^a   Roli, Fabio ^a   Didaci, Luca ^a  

^a UNIVERSITY OF CAGLIARI   (Italy)

Author keywords

Biometrics; Face verification; Fingerprint verification; Multi stage classification

Indexed keywords

BENCHMARK DATA; ENVIRONMENTAL VARIATIONS; FACE VERIFICATION; FINGERPRINT IMAGES; FINGERPRINT VERIFICATION; INVASIVENESS; MATCHING SCORE; MULTI-MODAL BIOMETRICS; MULTI-MODAL FUSION; MULTI-STAGE CLASSIFICATION; PARALLEL STRATEGIES; PERSONAL IDENTITY VERIFICATION; PROCESSING CHAIN; SERIAL FUSION;

FUNCTIONS; PARALLEL ARCHITECTURES;

BIOMETRICS;

EID: 67649401761     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2008.12.010     Document Type: Article

References (28)

1. Hong L., and Jain A.K. Integrating faces and fingerprints for person identification. IEEE Trans. PAMI 20 12 (1998) 1295-1307
2. Ross A., Nandakumar K., and Jain A.K. Handbook of Multibiometrics (2006), Springer, Berlin
3. Takabashi K., Mimura M., Isobe Y., and Seto Y. A secure and user-friendly multi-modal biometric system. In: Jain A.K., and Ratha N.K. (Eds). Biometric Technology for Human Identification, Proceedings of SPIE vol. 5404 (2004) 12-19
4. Wald A. Sequential Analysis (1947), Wiley, New York
5. Prabhakar S., and Jain A.K. Decision-level fusion in fingerprint verification. Pattern Recognition 35 4 (2002) 861-874
6. Nandakumar K., Chen Y., Dass S.C., and Jain A.K. Likelihood ratio based biometric score fusion. IEEE Trans. PAMI 30 2 (2008) 342-347
7. G.L. Marcialis, F. Roli, Serial fusion of fingerprint and face matchers, Proceedings of the Seventh International Workshop on Multiple Classifiers Systems MCS07, Lecture Notes in Computer Science, vol. 4472, Springer, Berlin, 2007, pp. 151-160.
8. Duda R., Hart P., and Stork D. Pattern Classification (2001), Wiley Interscience
9. P. Pudil, J. Novovicova, S. Blaha, J. Kittler, Multistage pattern recognition with reject option, in: Proceedings of the 11th IAPR-ICPR International Conference, vol. 2, 1992, pp. 92-95.
10. Sansone C., and Vento M. Signature verification: increasing performance by a multi-stage system. Pattern Anal. Appl. 3 (2000) 169-181
11. Kittler J., Hatef M., Duin R.P.W., and Matas J. On combining classifiers. IEEE Trans. PAMI 20 3 (1998) 226-239
12. Y Suen C., and Lam L. Multiple classifier combination methodologies for different output levels. Proceedings of the First International Workshop on Multiple Classifiers Systems (MCS2000), Lecture Notes in Computer Science vol. 1857 (2000), Springer, Berlin 52-56
13. Jain A.K., Nandakumar K., and Ross A. Score normalization in multimodal biometric systems. Pattern Recognition 38 12 (2005) 2270-2285
14. A. Martinez, R. Benavente, The AR face database, CVC Technical Report #24, 1998.
15. Maio D., Maltoni D., Cappelli R., Wayman J.L., and Jain A.K. FVC-2000: fingerprint verification competition. IEEE Trans. PAMI 24 3 (2002) 402-441
16. Xia X., and O'Gorman L. Innovations in fingerprint capture devices. Pattern Recognition 36 2 (2003) 361-369
17. Belhumeur P.N., Hespanha J.P., and Kriegman D.J. Eigenfaces vs. fisherfaces: recognition using class specific linear projection. IEEE Trans. PAMI 19 7 (1997) 711-720
18. Jain A.K., Hong L., and Bolle R. On-line fingerprint verification. IEEE Trans. PAMI 19 4 (1997) 302-314
19. 〈http://www.equinoxsensors.com/products/HID.html〉.
20. F. Alonso, F. Roli, G.L. Marcialis, J. Fierrez, J. Ortega, Performance of fingerprint quality measures depending on sensor technology, J. Electron. Imaging 17 (1) (2008) 011008.
21. Turk M., and Pentland A. Eigenfaces for face recognition. J. Cog. Neurosci. 3 1 (1991) 71-86
22. Brunelli R., and Falavigna D. Person identification using multiple cues. IEEE Trans. PAMI 17 10 (1995) 955-966
23. 〈http://www.itl.nist.gov/iad/894.03/biometricscores/〉.
24. Face Recognition Vendor Test 〈http://www.frvt.org〉.
25. Fingerprint Vendor Technology Evaluation 〈http://fpvte.nist.gov/〉.
26. S.Z. Li, A.K. Jain, A.K. (Eds.), Handbook of Face Recognition, Springer, Berlin, 2005.
27. Maltoni D., Maio D., Jain A.K., and Prabhakar S. Handbook of Fingerprint Recognition (2003), Springer, Berlin
28. Neyman J., and Pearson E. On the problem of the most efficient tests of statistical hypotheses. Philos. Trans. R. Soc. London Ser. A 231 (1933) 289-337