Multi-scale local binary pattern with filters for spoof fingerprint detection

Information Sciences

Volumn 268, Issue , 2014, Pages 91-102

  Jia, Xiaofei ^a   Yang, Xin ^a   Cao, Kai ^b   Zang, Yali ^a   Zhang, Ning ^a   Dai, Ruwei ^a   Zhu, Xinzhong ^c   Tian, Jie ^a,b  

^a INSTITUTE OF AUTOMATION   (China)

^b XIDIAN UNIVERSITY   (China)

^c ZHEJIANG NORMAL UNIVERSITY   (China)

Author keywords

Multi scale local binary pattern; Spoof fingerprint detection

Indexed keywords

ARTIFICIAL INTELLIGENCE; SOFTWARE ENGINEERING;

DETECTION METHODS; FAKE FINGERPRINTS; FINGERPRINT DETECTIONS; FINGERPRINT RECOGNITION SYSTEMS; INTENSITY INFORMATION; LBP OPERATOR; LIVENESS DETECTION; LOCAL BINARY PATTERNS;

PATTERN RECOGNITION;

EID: 84897101890     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2013.06.041     Document Type: Article

References (23)

1. A. Abhyankar, and S. Schuckers Integrating a wavelet based perspiration liveness check with fingerprint recognition Pattern Recognition 42 2009 452 464
2. A. Antonelli, R. Cappelli, D. Maio, and D. Maltoni Fake finger detection by skin distortion analysis IEEE Transactions on Information Forensics and Security 1 2006 360 373
3. C. Chan, J. Kittler, and K. Messer Multi-scale local binary pattern histograms for face recognition Advances in Biometrics 2007 809 818
4. P. Coli, G. Marcialis, and F. Roli Power spectrum-based fingerprint vitality detection Automatic Identification Advanced Technologies 2007 IEEE 169 173
5. R. Derakhshani, S. Schuckers, L. Hornak, and L. O'Gorman Determination of vitality from a non-invasive biomedical measurement for use in fingerprint scanners Pattern Recognition 36 2003 383 396
6. L. Ghiani, P. Denti, and G. Marcialis Experimental results on fingerprint liveness detection Articulated Motion and Deformable Objects 2012 210 218
7. J. Guo, H. Zhou, and C. Zhu Cascaded classification of high resolution remote sensing images using multiple contexts Information Sciences 221 2013 84 97
8. S. Liao, X. Zhu, Z. Lei, L. Zhang, and S. Li Learning multi-scale block local binary patterns for face recognition Advances in Biometrics 2007 828 837
9. T. Maenpaa, and M. Pietikikainen The local binary pattern approach to texture analysis-extensions and applications Image Analysis 2003 885 892
10. D. Maio, D. Maltoni, R. Cappelli, J. Wayman, and A. Jain Fvc2000: fingerprint verification competition IEEE Transactions on Pattern Analysis and Machine Intelligence 24 2002 402 412
11. D. Maltoni, D. Maio, A. Jain, and S. Prabhakar Handbook of Fingerprint Recognition 2009 Springer -Verlag New York Inc.
12. G. Marcialis, A. Lewicke, B. Tan, P. Coli, D. Grimberg, A. Congiu, A. Tidu, F. Roli, and S. Schuckers First international fingerprint liveness detection competition - livDet 2009 Image Analysis and Processing-ICIAP 2009 2009 12 23
13. S. Nikam, and S. Agarwal Fingerprint liveness detection using curvelet energy and co-occurrence signatures CGIV'08 Fifth International Conference on Computer Graphics, Imaging and Visualisation, 2008 2008 IEEE 217 222
14. S. Nikam, and S. Agarwal Texture and wavelet-based spoof fingerprint detection for fingerprint biometric systems ICETET'08 First International Conference on Emerging Trends in Engineering and Technology, 2008 2008 IEEE 675 680
15. T. Ojala, M. Pietikäinen, and D. Harwood A comparative study of texture measures with classification based on featured distributions Pattern Recognition 29 1996 51 59
16. T. Ojala, M. Pietikainen, and T. Maenpaa Multiresolution gray-scale and rotation invariant texture classification with local binary patterns IEEE Transactions on Pattern Analysis and Machine Intelligence 24 2002 971 987
17. S. Parthasaradhi, R. Derakhshani, L. Hornak, and S. Schuckers Time-series detection of perspiration as a liveness test in fingerprint devices IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 35 2005 335 343
18. B. Tan, and S. Schuckers Liveness detection for fingerprint scanners based on the statistics of wavelet signal processing CVPRW'06 Conference on Computer Vision and Pattern Recognition Workshop, 2006 2006 IEEE 26
19. B. Tan, and S. Schuckers New approach for liveness detection in fingerprint scanners based on valley noise analysis Journal of Electronic Imaging 2008 17
20. B. Tan, and S. Schuckers Spoofing protection for fingerprint scanner by fusing ridge signal and valley noise Pattern Recognition 43 2010 2845 2857
21. D. Yambay, L. Ghiani, P. Denti, G. Marcialis, F. Roli, S. Schuckers, LivDet 2011-fingerprint liveness detection competition 2011, in: 2012 5th IAPR International Conference on Biometrics (ICB), IEEE, 2012, pp. 208-215.
22. Y. Zhang, J. Tian, X. Chen, X. Yang, and P. Shi Fake finger detection based on thin-plate spline distortion model Advances in Biometrics 2007 742 749
23. C. Zhu, and R. Wang Local multiple patterns based multiresolution gray-scale and rotation invariant texture classification Information Sciences 187 2012 93 108