Hashing based fast palmprint identification for large-scale databases

IEEE Transactions on Information Forensics and Security

Volumn 8, Issue 5, 2013, Pages 769-778

  Yue, Feng ^a,b   Li, Bin ^a   Yu, Ming ^b   Wang, Jiaqiang ^b  

^a Beijing Academy of Science and Technology   (China)

^b HEBEI UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Hashing; orientation feature; orientation pattern; palmprint identification; principal orientation pattern

Indexed keywords

HASHING; IDENTIFICATION ACCURACY; IDENTIFICATION METHOD; IDENTIFICATION PROCESS; LARGE-SCALE DATABASE; ORIENTATION FEATURES; PALMPRINT IDENTIFICATION; PRINCIPAL ORIENTATIONS;

ANTHROPOMETRY; HASH FUNCTIONS;

DATABASE SYSTEMS;

EID: 84876208459     PISSN: 15566013     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIFS.2013.2253321     Document Type: Article

References (29)

1. D. Zhang, W. Kong, J. You, and M. Wong, "On-line palmprint identification," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 9, pp. 1041-1050, Sep. 2003.
2. D. Zhang, W. Zuo, and F. Yue, "A comparative study of palmprint recognition algorithms," ACM Comput. Surveys, vol. 44, no. 1, p. Article 2, 2012.
3. Palmprint identification system demo [Online]. Available: http://www4.comp.polyu.edu.hk/~biometrics/.
4. Whois identification system [Online]. Available: http://bkwhois.com/ products.aspx.
5. M. Baveja, H. Yuan, and L. Wein, "Asymptotic biometric analysis for large gallery sizes," IEEE Trans. Inf. Forensics Security, vol. 5, no. 4, pp. 955-964, Dec. 2010.
6. A. Gyaourova and A. Ross, "Index codes for multibiometric pattern retrieval," IEEE Trans. Inf. Forensics Security, vol. 7, no. 2, pp. 518-529, Apr. 2012.
7. J. You, W. Li, and D. Zhang, "Hierarchical palmprint identification via multiple feature extraction," Pattern Recognit., vol. 35, no. 4, pp. 847-859, 2002. (Pubitemid 34128811)
8. J. You, W. Kong, D. Zhang, and K. Cheung, "On hierarchical palmprint coding with multiple features for personal identification in large databases," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 2, pp. 234-243, Feb. 2004.
9. W. Li, J. You, and D. Zhang, "Texture-based palmprint retrieval using a layered search scheme for personal identification," IEEE Trans. Multimedia, vol. 7, no. 5, pp. 891-898, Oct. 2005. (Pubitemid 41452517)
10. X. Wu, D. Zhang, K. Wang, and B. Huang, "Palmprint classification using principal lines," Pattern Recognit., vol. 37, no. 10, pp. 1987-1998, 2004.
11. F. Li,M. K. Leung, T. Shikhare, V. Chan, and K. F. Choon, "Palmprint classification," in Proc. IEEE Int. Conf. Systems Man and Cybernetics, 2006, pp. 2965-2969. (Pubitemid 47297527)
12. M. Sakdanupab and N. Covavisaruch, "An efficient approach for automatic palmprint classification," in Proc. IEEE Int. Conf. Signal Image Technol. and Internet Based Syst., 2008, pp. 229-234.
13. F. Yue, W. Zuo, and D. Zhang, "Competitive code-based fast palmprint identification using a set of cover trees," Opt. Eng., vol. 48, no. 6, p. 067 204(1-7), 2009.
14. A. Kong and D. Zhang, "Competitive coding scheme for palmprint verification," in Proc. ICPR, 2004, pp. 520-523.
15. A. Beygelzimer, S. Kakade, and J. Langford, "Cover trees for nearest neighbor," in Proc. ICML, 2006, pp. 97-104.
16. F. Yue, W. Zuo, D. Zhang, and B. Li, "Fast palmprint identification with multiple templates per subject," Pattern Recognit. Lett., vol. 32, no. 8, pp. 1108-1118, 2011.
17. F. Hao, H. Daugman, and P. Zieliski, "A fast search algorithm for a large fuzzy database," IEEE Trans. Inf. Forensics Security, vol. 2, no. 2, pp. 203-212, Jun. 2008. (Pubitemid 351709454)
18. F. Yue, B. Li, M. Yu, and J.Wang, "Fast palmprint identification using orientation pattern hashing," in Proc. Int. Conf. Hand-based Biometrics, 2011, pp. 94-99.
19. W. Jia, D. Huang, and D. Zhang, "Palmprint verification based on robust line orientation code," Pattern Recognit., vol. 41, no. 5, pp. 1521-1530, 2008.
20. W. Zuo, Z. Lin, Z. Guo, and D. Zhang, "The multiscale competitive code via sparse representation for palmprint verification," in Proc. CVPR, 2010, pp. 2265-2272.
21. P. Indyk and R. Motwani, "Approximate nearest neighbors: Towards removing the curse of dimensionality," in Proc. 30th Annu. ACM Symp. Theory of Computing, 1998, pp. 604-613.
22. J. Haitsma and T. Kalker, "A highly robust audio fingerprinting system," in Proc. Int. Symp. Musical Inform. Retrieval, 2002, pp. 144-148.
23. L. Liu, D. Zhang, and J. You, "Detecting wide lines using isotropic nonlinear filtering," IEEE Trans. Image Process., vol. 16, no. 6, pp. 1584-1595, Jun. 2007. (Pubitemid 46796054)
24. D. Huang, W. Jia, and D. Zhang, "Palmprint verification based on principal lines," Pattern Recognit., vol. 41, no. 4, pp. 1316-1328, 2008. (Pubitemid 350212967)
25. Polyu Palmprint Database [Online]. Available: http://www.comp. polyu.edu.hk/~biometrics/.
26. Casia Palmprint Database [Online]. Available: http://biometrics. idealtest. org/.
27. F. Yue, W. Zuo, D. Zhang, and K. Wang, "Competitive code-Based palmprint recognition using FCM-based orientation selection," Pattern Recognit., vol. 42, no. 11, pp. 2841-2849, 2009.
28. A. K. Jain, A. Ross, and S. Prabhakar, "An introduction to biometric recognition," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 1, pp. 4-20, Jan. 2004.
29. Z. Sun, T. Tan, Y. Wang, and S. Li, "Ordinal palmprint representation for personal identification," in Proc. CVPR, 2005, pp. 279-284.