[논문]Video-Based Fingerprint Verification

Qin, Wei; Yin, Yilong; Liu, Lili

doi:10.3390/s130911660

Video-Based Fingerprint Verification 원문보기

Sensors, v.13 no.9, 2013년, pp.11660 - 11686

Qin, Wei (School of Computer Science and Technology, Shandong University, Jinan 250101, Shandong, China) , Yin, Yilong (E-Mails: weiqin_wq@163.com (W.Q.)) , Liu, Lili (ll_liu@aliyun.com (L.L.))

Abstract ▼ AI-Helper

Conventional fingerprint verification systems use only static information. In this paper, fingerprint videos, which contain dynamic information, are utilized for verification. Fingerprint videos are acquired by the same capture device that acquires conventional fingerprint images, and the user experience of providing a fingerprint video is the same as that of providing a single impression. After preprocessing and aligning processes, “inside similarity” and “outside similarity” are defined and calculated to take advantage of both dynamic and static information contained in fingerprint videos. Match scores between two matching fingerprint videos are then calculated by combining the two kinds of similarity. Experimental results show that the proposed video-based method leads to a relative reduction of 60 percent in the equal error rate (EER) in comparison to the conventional single impression-based method. We also analyze the time complexity of our method when different combinations of strategies are used. Our method still outperforms the conventional method, even if both methods have the same time complexity. Finally, experimental results demonstrate that the proposed video-based method can lead to better accuracy than the multiple impressions fusion method, and the proposed method has a much lower false acceptance rate (FAR) when the false rejection rate (FRR) is quite low.

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참고문헌 (36)

1. Lee H.C. Gaensslen R.E. Advances in Fingerprint Technology 2nd ed. Elsevier New York, NY, USA 2001
2. Maltoni D. Maio D. Jain A.K. Prabhakar S. Handbook of Fingerprint Recognition 2nd ed. Springer New York, NY, USA 2009
3. Jain A.K. Chen Y. Demirkus M. Pores and ridges: High resolution fingerprint matching using level 3 features IEEE Trans. Pattern Anal. Mach. Intell 2007 29 15 27 17108380

상세보기
4. Jain A.K. Biometric recognition: Q & A Nature 2007 449 38 40 17805286
5. Bazen A.M. Gerez S.H. Segmentation of Fingerprint Images Proceedings of Annual Workshop on Circuits Systems and Signal Processing Veldhoven, The Netherlands 29–30 November 2001 276 280
6. Zhu E. Yin J. Hu C. Zhang G. A systematic method for fingerprint ridge orientation estimation and image segmentation Pattern Recognit 2006 39 1452 1472

상세보기
7. Hong L. Wan Y. Jain A.K. Fingerprint image enhancement: Algorithms and performance evaluation IEEE Trans. Pattern Anal. Mach. Intell 1998 20 777 789
8. Chikkerur S. Cartwright A.N. Govindaraju V. Fingerprint enhancement using STFT analysis Pattern Recognit 2007 40 198 211

상세보기
9. Fronthaler H. Kollreider K. Bigun J. Local features for enhancement and minutiae extraction in fingerprints IEEE Trans. Image Process 2008 17 354 363 18270124

상세보기
10. Jain A.K. Hong L. Bolle R.M. Online fingerprint verification IEEE Trans. Pattern Anal. Mach. Intell 1997 19 302 314

상세보기
11. Marana A.N. Jain A.K. Ridge-Based Fingerprint Matching Using Hough Transform Proceedings of Brazilian Symposium on Computer Graphics and Image Processing Natal, Brazil 9–12 October 2005 112 119
12. Feng J. Ouyang Z. Cai A. Fingerprint matching using ridges Pattern Recognit 2006 39 2131 2140

상세보기
13. Jain A.K. Prabhakar S. Hong L. Pankanti S. Filterbank-based fingerprint matching IEEE Trans. Image Process 2000 9 846 895 18255456

상세보기
14. Ross A. Jain A.K. Reisman J. A hybrid fingerprint matcher Pattern Recognit 2003 36 1661 1673

상세보기
15. Bazen A.M. Verwaaijen G.T.B. Gerez S.H. Veelenturf L.P.J. van der Zwaag B.J. A Correlation-based Fingerprint Verification System Proceedings of 11th Annual Workshop on Circuits Systems and Signal Processing Veldhoven, The Netherlands 29–30 November 2001 205 213
16. Nandakumar K. Jain A.K. Local Correlation-based Fingerprint Matching Proceedings of Indian Conference on Computer Vision, Graphics and Image Processing Kolkata, India 16–18 December 2004 503 508
17. Ross A. Dass S. Jain A.K. A deformable model for fingerprint matching Pattern Recognit 2005 38 95 103

상세보기
18. He Y. Tian J. Li L. Chen H. Yang X. Fingerprint matching based on global comprehensive similarity IEEE Trans. Pattern Anal. Mach. Intell. 2006 28 850 862
19. Hong L. Jain A.K. Pankanti S. Can multibiometrics improve performance? Proc. AutoID 1999 2 59 64
20. Nandakumar K. Chen Y. Dass S.C. Chen H. Jain A.K. Likelihood ratio based biometric score fusion IEEE Trans. Pattern Anal. Mach. Intell 2008 30 342 347 18084063

상세보기
21. Marcialis G.L. Roli F. Fingerprint verification by fusion of optical and capacitive sensors Pattern Recognit. Lett. 2004 25 1315 1322
22. Nanni L. Lumini A. Local binary patterns for a hybrid fingerprint matcher Pattern Recognit 2008 41 3461 3466

상세보기
23. Parbhakar S. Jain A.K. Decision-level fusion in fingerprint verification Pattern Recognit 2002 35 861 874

상세보기
24. Jain A.K. Ross A. Fingerprint Mosaicking Proceedings of International Conference on Acoustic Speech and Signal Processing Orlando, FL, USA 13–17 May 2002 4064 4067
25. Yang C. Zhou J. A comparative study of combining multiple enrolled samples for fingerprint verification Pattern Recognit 2006 39 2115 2130

상세보기
26. Ren C. Yin Y. Ma J. Yang G. A Novel Method of Score Level Fusion Using Multiple Impressions for Fingerprint Verification Proceedings of IEEE International Conference on Systems, Man and Cybernetics San Antonio, TX, USA 11–14 October 2009 5196 5201
27. Chen Y. Jain A.K. Beyond Minutiae: A Fingerprint Individuality Model with Pattern, Ridge and Pore Features Proceedings of International Conference on Biometrics Alghero, Italy 2–5 June 2009 523 533
28. Zhao Q. Jain A.K. On The Utility of Extended Fingerprint Features: A Study on Pores Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Biometrics San Francisco, CA, USA 13–18 June 2010 9 16
29. Zhao Q. Zhang D. Zhang L. Luo N. High resolution partial fingerprint alignment using pore-valley descriptors Pattern Recognit 2010 43 1050 1061

상세보기
30. Zhao Q. Zhang D. Zhang L. Luo N. Adaptive fingerprint pore modeling and extraction Pattern Recognit 2010 43 2833 2844

상세보기
31. Dorai C. Ratha N. Bolle R. Detecting Dynamic Behavior in Compressed Fingerprint Videos: Distortion Proceedings of IEEE Conference on Computer Vision and Pattern Recognition Hilton Head, SC, USA 15 June 2000 Volume 2 320 326
32. Dorai C. Ratha N. Bolle R. Dynamic behavior analysis in compressed fingerprint videos IEEE Trans. Circuits Syst. Video Technol. 2004 14 58 73

상세보기
33. Bovik A. Handbook of Image and Video Processing 2nd ed. Academic Press Waltham, MA, USA 2005
34. Qin W. Yin Y. Ren C. Liu L. Video-based Fingerprint Verification Proceeding of IEEE International Conference on Acoustics, Speech, and Signal Processing Dallas, TX, USA 14-19 March 2010 1426 1429
35. Alonso-Fernandez F. Fierrez J. Ortega-Garcia J. Gonzalez-Rodriguez J. Fronthaler H. Kollreider K. Bigun J. A comparative study of fingerprint image quality estimation methods IEEE Trans. Inf. Forensics Secur. 2007 2 734 743
36. Yin Y. Wang Y. Yang X. Fingerprint Image Segmentation Based on Quadric Surface Model Proceedings of International Conference on Audio and Video Based Biometric Person Authentication Hilton Rye Town, NY, USA 20-22 July 2005 647 655

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Video-Based Fingerprint Verification 원문보기

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