Random subspace for an improved BioHashing for face authentication

Pattern Recognition Letters

Volumn 29, Issue 3, 2008, Pages 295-300

  Nanni, Loris ^a   Lumini, Alessandra ^a  

^a UNIVERSITY OF BOLOGNA   (Italy)

Author keywords

BioHashing; Face verification; Random subspace

Indexed keywords

AUTHENTICATION; BIOMETRICS; FEATURE EXTRACTION; RANDOM PROCESSES;

BIOHASHING; FACE VERIFICATION; FISHER-BASED FEATURE TRANSFORM; RANDOM SUBSPACE;

FACE RECOGNITION;

EID: 37049035583     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2007.10.005     Document Type: Article

References (20)

1. Ahonen, T., Hadid, A., Pietikainen, M., 2004. Face recognition with local binary patterns. In: Proc. European Conference on Computer Vision, pp. 469-481.
2. Bellhumer P.N., Hespanha J., and Kriegman D. Eigenface vs. fisherfaces: Recognition using class specific linear projection. IEEE Trans. Pattern Anal. Machine Intell. 17 7 (1997) 711-720
3. Bolle R.M., Connel J.H., and Ratha N.K. Biometric Perils and Patches. Pattern Recognition 35 (2002) 2727-2738
4. Davida, G., Frankel, Y., Matt, B.J., 1998. On enabling secure applications through off-line biometric identification. In: Proceeding Symposium on Privacy and Security, pp. 148-157.
5. Duda R., Hart P., and Stork D. Pattern Classification (2001), Wiley, New York
6. Franco A., Lumini A., Maio D., and Nanni L. An enhanced subspace method for face recognition. Pattern Recognition Lett. 27 (2006) 76-84
7. Gao, Y., Wang, Y., 2006. Boosting in Random Subspaces for Face Recognition, ICPR 2006.
8. Ho T.K. The random subspace method for constructing decision forests. IEEE Trans. Pattern Anal. Machine Intell. 20 8 (1998) 832-844
9. Jin A.T.B., Ling D.N.C., and Goh A. BioHashing: Two factor authentication featuring fingerprint data and tokenised random number. Pattern Recognition 37 11 (2004) 2245-2255
10. Kong B., Cheung K., Zhang D., Kamel M., and You J. An analysis of BioHashing and its variants. Pattern Recognition 39 7 (2006) 1359-1368
11. Kuncheva L.I. Diversity in multiple classifier systems. Inform. Fusion 6 1 (2005) 3-4
12. Kuncheva L.I., and Whitaker C.J. Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy. Machine Learn. 51 (2003) 181-207
13. Loog M., Duin R.P.W., and Haeb-Umbach R. Multiclass linear dimension reduction by weighted pairwise fisher criteria. IEEE PAMI 23 (2001) 762-766
14. Lumini A., and Nanni L. An improved BioHashing for human authentication. Pattern Recognition 40 3 (2007) 1057-1065
15. Nanni L. Experimental comparison of one-class classifiers for on-line signature verification. Neurocomputing 69 7-9 (2006) 869-873
16. Teoh, A.B.J., Ngo, D.C.L., Goh, A., 2004. An Integrated Dual Factor Authenticator Based on the Face Data and Tokenised Random Number, ICBA 2004, LNCS 3072, pp. 117-123.
17. Teoh A.B.J., Ngo D.C.L., and Goh A. Random multispace quantization as an analytic mechanism for bioHashing of biometric and random identity inputs. IEEE Trans. Pattern Anal. Machine Intell. 28 12 (2006) 1892-1901
18. Wang, X., Tang, X.O., 2004. Random sampling lda for face recognition, In: Proc. of the 2004 IEEE Computer Society Conf. on CVPR.
19. Wang X., and Tang X. Random sampling for subspace face recognition. Internat. J. Comput. Vision 70 1 (2006) 91-104
20. Zhang, W., Shan, S., Gao, W., Chen, X., Zhang, H., 2005. Local gabor binary pattern histogram sequence (LGBPHS): A novel non-statistical model for face representation and recognition. In: Proceedings of the 10th Internat. Conf. on Computer Vision.