Ensemble of multiple Palmprint representation

Expert Systems with Applications

Volumn 36, Issue 3 PART 1, 2009, Pages 4485-4490

  Nanni, Loris ^a   Lumini, Alessandra ^a  

^a UNIVERSITY OF BOLOGNA   (Italy)

Author keywords

Biometric verification; Discrete cosine transform; Gabor filters; Multi matcher; Palm authentication

Indexed keywords

AUTHENTICATION; BIOMETRICS; DISCRETE COSINE TRANSFORMS;

BIOMETRIC VERIFICATION; DISCRETE COSINES; FEATURE REPRESENTATION; HAND GEOMETRY; LOCAL BINARY PATTERNS; MULTI-MATCHER; NEW APPROACHES; PERSONAL AUTHENTICATION;

GABOR FILTERS;

EID: 58349114450     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2008.05.008     Document Type: Article

References (31)

1. Daugman J.G. Complete discrete 2D Gabor transforms by neural networks for image-analysis and compression. IEEE Transactions on Acoustics Speech and Signal Processing 36 (1988) 1169-1179
2. Franco A., Lumini A., Maio D., and Nanni L. An enhanced subspace method for face recognition. Pattern Recognition Letters 27 1 (2006) 76-84
3. Huang, L., & Dai, Y. (2005). A support vector machine approach for prediction of T cell epitopes. In Proceedings of the third asia-pacific bioinformatics conference (APBC2005) (pp. 312-328).
4. Kittler, J., & Messer, K. (2002). Fusion of multiple experts in multimodal biometric personal identity verification systems. In Proceedings of the 12th IEEE workshop on neural networks for signal processing (pp. 3-12).
5. Kong A., Zhang D., and Kamel M. Palmprint identification using feature-level fusion. Pattern Recognition 39 (2006) 478-487
6. Kong W.K., Zhang D., and Li W. Palmprint feature extraction using 2-D Gabor filters. Pattern Recognition 36 (2003) 2317-2339
7. Kumar, A., Wong, D. C. M., Shen, H., & Jain, A. K. (2003). Personal verification using palmprint and hand geometry biometric. In Proceedings of AVBPA (pp. 668-675).
8. Kumar, A., & Zhang, D. (2004). Integrating shape and texture for hand verification. In Proceedings of the international conference on image & graphics, ICIG 2004 (pp. 222-225).
9. Kumar, A., & Zhang, D. (2004). Palmprint authentication using multiple classifiers. In Proceedings of the SPIE symposium on defense & security-biometric technology for human identification, Vol. 5404 (pp. 20-29).
10. Kumar, A., & Zhang, D. (2006). Combining fingerprint, palmprint and hand-shape for user authentication. In 18th International conference on pattern recognition 2006, ICPR 2006 (pp. 549-552).
11. Kumar A., Wong D.C.M., Shen H.C., and Jain A.K. Personal authentication using hand images. Pattern Recognition Letters 27 (2006) 1478-1486
12. Kumar A., and Zhang D. Personal authentication using multiple palmprint representation. Pattern Recognition 38 (2005) 1695-1704
13. Li Q., Qiu Z., Sun D., and Wu J. Personal identification using knuckleprint. Sinobiometrics (2004) 680-689
14. Lumini A., and Nanni L. Two-class fingerprint matcher. Pattern Recognition 39 4 (2006) 714-716
15. Lumini A., and Nanni L. Random bands: A novel ensemble for fingerprint matching. NeuroComputing 69 13-15 (2006) 1702-1705
16. Lumini A., and Nanni L. An experimental comparison of ensemble of classifiers for biometric data. NeuroComputing 69 13-15 (2006) 1670-1673
17. Lumini A., and Nanni L. When fingerprints are combined with Iris, a case study: FVC2004 and CASIA. International Journal of Network Security 4 1 (2007) 27-34
18. Lu G., Zhang D., and Wang K. Palmprint recognition using eigenpalm-like features. Pattern Recognition Letters 24 (2003) 1473-1477
19. Lu X., Zhang D., and Wang K. Fisherpalms based palmprint recognition. Pattern Recognition Letters 24 (2003) 2829-2838
20. Maio D., Maltoni D., Jain A.K., and Prabhakar S. Handbook of fingerprint recognition (2003), Springer, New York
21. Maio D., and Nanni L. Combination of different fingerprint systems: A case study FVC2004. Sensor Review 26 1 (2006) 51-57
22. Nanni L., and Lumini A. Combining classifiers to obtain a reliable method for face recognition. Multimedia Cyberscape Journal 3 (2005) 47-53
23. Ojala T., Pietikainen M., and Maeenpaa T. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE TPAMI 24 7 (2002) 971-987
24. Pan Z., Rust A., and Bolouri H. Image redundancy reduction for neural network classification using discrete cosine transforms. International Joint Conference on Neural Networks, Como, Italy 3 (2000) 49-154
25. Ribaric S., and Fratric I. A biometric identification system based on eigenpalm and eigenfinger features. IEEE Transactions on Pattern Analysis and Machine Intelligence 27 11 (2005) 1698-1709
26. Rodriguez J.J., Kuncheva L.I., and Alonso C.J. Rotation forest: A new classifier ensemble method. IEEE TPAMI 28 10 (2006) 1619-1630
27. Roli F., Raudys S., and Marcialis G.L. An experimental comparison of fixed and trained fusion rules for crisp classifier outputs. 3rd International workshop on multiple classifier systems. MCS 2002. Lecture notes in computer science (2002), Springer
28. Zhang D., Kong W.K., You J., and Wong M. On-line palmprint identification. IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (2003) 1041-1050
29. Zhang D., and Shu W. Two novel characteristics in Palmprint verification: Datum point invariance and line feature matching. Pattern Recognition 32 4 (1999) 691-702
30. Zhang L., and Zhang D. Characterization of palmprints by wavelet signatures via directional context modeling. IEEE Transactions on Systems Man and Cybernetics Part B (2004) 1335-1347
31. Zuo W., Zhang D., and Wang K. An assembled matrix distance metric for 2DPCA-based image recognition. Pattern Recognition Letters 27 (2006) 210-216