Improving biometric authentication performance from the user quality

IEEE Transactions on Instrumentation and Measurement

Volumn 59, Issue 3, 2010, Pages 730-735

  Kumar, Ajay ^a   Zhang, David ^a  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

Biometric quality; Biometrics; Finger knuckle; Hand geometry; Palmprint; Personal authentication; User quality

Indexed keywords

BIOMETRIC AUTHENTICATION; BIOMETRIC MEASUREMENTS; HAND GEOMETRY; HAND IMAGES; MATCHING SCORE; NEW APPROACHES; PALMPRINTS; PERFORMANCE IMPROVEMENTS; PERSONAL AUTHENTICATION; RELIABLE ESTIMATES; SENSING SYSTEMS;

ANTHROPOMETRY; BIOMETRICS; IMAGE PROCESSING; SENSORS;

AUTHENTICATION;

EID: 76849109845     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2009.2028773     Document Type: Article

References (18)

1. A. K. Jain and J. Feng, "Latent palmprint matching," IEEE Trans. Pattern Anal. Mach. Intell., vol.31, no.6, pp. 1032-1047, Jun. 2009.
2. D. Zhang,W. K. 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.
3. A. Kumar and D. Zhang, "Hand geometry recognition using entropybased discretization," IEEE Trans. Inf. Forensics Security, vol.2, no.2, pp. 181-187, Jun. 2007. (Pubitemid 46808686)
4. Z. Sun, T. Tan, Y. Yang, and S. Z. Li, "Ordinal palmprint representation for personal identification," in Proc. CVPR, 2005, pp. 279-284.
5. A. Kumar and D. Zhang, "Personal recognition using hand shape and texture," IEEE Trans. Image Process., vol.15, no.8, pp. 2454-2461, Aug. 2006. (Pubitemid 44089116)
6. A. Kumar and D. Zhang, "Incorporating user quality for performance improvement in hand identification," in Proc. 10th ICARCV, Hanoi, Vietnam, Dec. 2008, pp. 1133-1136.
7. X. Jiang, W. Xu, L. Sweeney, Y. Li, R. Gross, and D. Yurovsky, "New directions in contact free hand recognition," in Proc. ICIP, 2007, pp. 389-392.
8. A. Kumar, D. C. M.Wong, H. Shen, and A. K. Jain, "Personal authentication using hand images," Pattern Recognit. Lett., vol.27, no.13, pp. 1478- 1486, Oct. 2006. (Pubitemid 44037106)
9. J. Kittler, N. Poh, O. Fatukasi, K. Messer, K. Kryszczuk, J. Richiardi, and A. Drygajlo, "Quality dependent fusion of intramodal and multimodal biometric experts," Proc. SPIE, vol.6539, pp. 653 903-1-653 903-14, Apr. 2007.
10. J. Fierrez-Aguilar, Y. Chen, J. Ortega-Garcia, and A. K. Jain, "Incorporating image quality in multi-algorithm fingerprint verification," in Proc. ICB, 2006, pp. 213-220.
11. K. Nandakumar, Y. Chen, S. C. Dass, and A. K. Jain, "Quality-based score level fusion in multibiometric systems," in Proc. ICPR, Hong Kong, Aug. 2006, vol.4, pp. 473-476.
12. J. Fierrez-Aguilar, J. Ortega-Garcia, J. Gonzalez-Rodriguez, and J. Bigun, "Kernel-based multimodal biometric verification using quality signals," Proc. SPIE, vol.5404, pp. 544-554, 2004.
13. N. Poh and S. Bengio, "Improving fusion with margin-derived confidence in biometric authentication," in Proc. AVBPA, vol.3546, LNCS, 2005, pp. 474-483. (Pubitemid 41423064)
14. Y. Chen, S. Dass, and A. K. Jain, "Localized iris image quality using 2D wavelets," in Proc. ICB, Hong Kong, Jan. 2006, pp. 373-381. (Pubitemid 43856394)
15. The PolyU Palmprint Database, ver. 1.0. [Online]. Available: http://www.comp.polyu.edu.hk/∼biometrics
16. A. Kumar and C. Ravikanth, "Personal authentication using finger knuckle surface," IEEE Trans. Inf. Forensics Security, vol.4, no.1, pp. 98-110, Mar. 2009.
17. T. Y. Hao, Z. Sun, and T. Tan, "Comparative studies on multispectral palm image fusion for biometrics," in Proc. ACCV, vol.4844, LNCS, Tokyo, Japan, 2007, pp. 12-21.
18. N. Poh, T. Bourlai, and J. Kittler, "Improving biometric device interoperability by likelihood ratio-based quality dependent score normalization," in Proc. IEEE Conf. Biometrics: Theory, Appl. Syst., Washington D.C., 2007, pp. 1-5.