Restoration of motion-blurred iris images on mobile iris recognition devices

Optical Engineering

Volumn 47, Issue 11, 2008, Pages

  Kang, Byung Jun ^a   Park, Kang Ryoung ^b  

^a Sangmyung University   (South Korea)

^b Dongguk University   (South Korea)

Author keywords

Iris recognition; Motion blurred iris image restoration

Indexed keywords

DEBLURRING; EQUAL ERROR RATE; FILTER PARAMETER; IRIS IMAGES; IRIS RECOGNITION; MOTION INFORMATION; MOTION-BLURRED IRIS IMAGE RESTORATION; POINT-SPREAD FUNCTIONS; SPECULAR REFLECTIONS;

FACE RECOGNITION; IMAGE RECONSTRUCTION; MOBILE DEVICES; OPTICAL TRANSFER FUNCTION; PORTABLE EQUIPMENT; RESTORATION;

BIOMETRICS;

EID: 70349673935     PISSN: 00913286     EISSN: 15602303     Source Type: Journal    
DOI: 10.1117/1.3028280     Document Type: Article

References (30)

1. J. G. Daugman, "High confidence visual recognition of personals by a test of statistical independence," IEEE Trans. Pattern Anal. Mach. Intell. 15(11), 1148-1160 (1993).
2. J. G. Daugman, "Demodulation by complex-valued wavelets for stochastic pattern recognition," Int. J. Wavelets, Multiresolut. Inf. Process. 1(1), 1-17 (2003).
3. J. G. Daugman, "How iris recognition works," IEEE Tram. Circuits Syst. Video Technol 14(1), 21-30 (2004).
4. International Biometrics Group, "Independent testing of iris recognition technology," Final Report (2005), http:// www. biometricscatalog.org/document-area/default.aspx (accessed August 2, 2008).
5. R. P. Wildes, "Automated iris recognition: an emerging biometrie technology," Proc. IEEE 85(9), 1348-1363 (1997).
6. R. P. Wildes, "Iris recognition," in Biometrie Systems, pp. 63-96, Springer, London (2005).
7. PIER 2.3, http://www.securimetiics.com/solutions/pier.html (accessed August 2, 2008).
8. HIIDE Series 4, http://www.securi.metrics.com/solutions/hi.ide.html (accessed August 2, 2008).
9. A. Rav-Acha and S. Peleg, "Restoration of multiple images with motion blur in different directions," in Fifth IEEE Workshop on Applications of Computer Vision, Palm Springs, CA, pp. 22-28 (2000).
10. X. Liu and A. El Gamal, "Simultaneous image formation and motion blur restoration via multiple capture," in IEEE Int. Conf. on Acoustics, Speech, and Signal Processing, Salt Lake City, UT, Vol.3, pp. 1841-1844 (2001).
11. R. Lokhande, K. V. Arya, and P. Gupta, "Identification of parameters and restoration of motion blurred images," in Proc. 2006 ACM Symposium on Applied Computing, Dijon, France, pp. 301-305 (2006).
12. Y. Yitzhaky, I. Mor, A. Lantzman, and N. S. Kopeika, "Direct method for restoration of motion-blurred images," J. Opt. Soc. Am. A 15(6), 1512-1519 (1998).
13. N. K. Ratha and V. Govindaraju, "Iris recognition in less constrained environments," in Advances in Biometrics, pp. 107-131, Springer, London (2008).
14. N. D. Kalka, J. Zuo, V. Dorairaj, N. A. Schmid, and B. Cukic, "Image quality assessment for iris biometrie," Proc. SPIE 6202, 61020D-1-6202D-11 (2006).
15. M. Ben-Ezra and S. K. Nayar, "Motion-based motion deblurring," IEEE Trans. Pattern Anal. Mach. Intell. 26(6), 689-698 (2004).
16. J. Lu, E. Poon, and K. N. Plataniotis, "Restoration of motion blurred image," in IEEE Int. Conf. on Multimedia and Expo, Toronto, Canada, pp. 1193-1196 (2006).
17. H. A. Park and K. R. Park, "Iris recognition based on score level fusion by using SVM," Pattern Recogn. Lett. 28(15), 2019-2028 (2007).
18. D. H. Cho, K. R. Park, D. W. Rhee, Y. Kim, and J. Yang, Pupil and iris localization for iris recognition in mobile phones, in Proc. 7th ACIS Int. Conf. on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD2006), Las Vegas, NV, pp. 197-201 (2006).
19. K. R. Park, H. Park, B. J. Kang, E. C. Lee, and D. S. Jeong, "A study on iris localization and recognition on mobile phones," EURASIP J. Appl. Signal Process. 2008, 1-12 (2008).
20. B. J. Kang and K. R. Park, "Multi-unit iris authentication on mobile phone by using iris quality assessment," Pattern Recogn. Lett, (submitted).
21. B. J. Kang and K. R. Park, "A new multi-unit iris authentication based on quality assessment and score fusion on mobile phones," Mach. Vision Appl. (submitted).
22. R. C. Gonzalez and R. E. Woods, Digital Image Processing, 2nd ed., Prentice Hall, New York (2002).
23. H. G. Lee, S. Noh, K. H. Bae, K. R. Park, and J. Kim, "Invariant biometrie code extraction," presented at Int. Symposium Intelligent Signal Processing and Communication Systems (ISPACS'04), Seoul, Korea, pp. 18-19 (Nov. 2004).
24. N. Macmillan and C. Creelman, Detection Theory: A User's Guide, Cambridge University Press, New York (1991).
25. Y. K. Jang, B. J. Kang, and K. R. Park, "A study on eyelid localization considering image focus for iris recognition," Pattern Recogn. Lett. 29(11), 1698-1704 (2008).
26. B. J. Kang and K. R. Park, "A robust eyelash, detection, based on iris focus assessment," Pattern Recogn. Lett. 28(13), 1630-1639 (2007).
27. Y. K. Jang, B. J. Kang, and K. R. Park, "A novel mobile iris recog- nition system and usability evaluation,"Int. J. Control, Automation, and Syst. (submitted).
28. B. J. Kang and K. R. Park, "Real-time image restoration for iris recognition systems," IEEE Trans. Syst. Man Cybern. 37(6), 1555-1566 (2007).
29. S. Kim, J. Shin, and J. Paik, "Real-time iterative framework of regularized image restoration and its application to video enhancement," Real-Time Imag. 9(1), 61-72 (2003).
30. A. K. Katsaggelos, J. Biemond, R. Schafer, and R. Mersereau, "A regularized iterative image restoration algorithm," IEEE Trans. Signal Process. 39(4), 914-929 (1991).