Fingerprint liveness detection based on fake finger characteristics

International Journal of Digital Crime and Forensics

Volumn 4, Issue 3, 2012, Pages 1-19

  Marcialis, Gian Luca ^a   Coli, Pietro ^a   Roli, Fabio ^a  

^a UNIVERSITY OF CAGLIARI   (Italy)

Author keywords

Biometrics; Fingerprint Verification; Image Processing; Liveness Detection; Pattern Recognition

Indexed keywords

3-D SHAPE; ARTIFICIAL MATERIAL; DATA SETS; FAKE FINGERS; FINGERPRINT IMAGES; FINGERPRINT LIVENESS DETECTION; FINGERPRINT VERIFICATION; IMAGE PROCESSING ALGORITHM; LIVENESS DETECTION; PERSONAL IDENTITY VERIFICATION; SOFTWARE-BASED SOLUTIONS;

BIOMETRICS; IMAGE PROCESSING; IMAGE RECORDING; PATTERN RECOGNITION;

SCANNING;

EID: 84871871049     PISSN: 19416210     EISSN: 19416229     Source Type: Journal    
DOI: 10.4018/jdcf.2012070101     Document Type: Article

References (25)

1. Abhyankar, A., & Schuckers, S. (2006). Fingerprint liveness detection using local ridge frequencies and multiresolution texture analysis techniques. In Proceedings of the IEEE International Conference on Image Processing (pp. 321-324).
2. Alonso, F., Roli, F., Marcialis, G. L., Fierrez, J., & Ortega, J. (2008). Performance of fingerprint quality measures depending on sensor technology. Journal of Electronic Imaging, 17(1), 011008. doi:10.1117/1.2895876
3. Antonelli, A., Cappelli, R., Maio, D., & Maltoni, D. (2008). Fake finger detection by skin distortion analysis. IEEE Transactions on Information Forensics and Security, 1(3), 360-373. doi:10.1109/TIFS.2006.879289 (Pubitemid 44304218)
4. Chen, Y., Dass, S., & Jain, A. K. (2005). Fingerprint quality indices for predicting authentication performance. In Proceedings of the 5th International Conference on Audio-and Video-Based Biometric Person Authentication (pp. 160-170). (Pubitemid 41423032)
5. Chen, Y., & Jain, A. K. (2005, September 19-21). Fingerprint deformation for spoof detection. In Proceedings of the Biometrics Symposium, Biometric Consortium Conference, Crystal City, VA.
6. Choi, H., Kang, R., Choi, K., & Kim, J. (2007). Aliveness detection of fingerprints using multiple static features. International Journal of Biomedical Science, 2(3), 200-205.
7. Coli, P., Marcialis, G. L., & Roli, F. (2007a, August 27-29). Vitality detection from fingerprint images: A critical survey. In S.-W. Lee & S. Li (Eds.), Proceedings of the IEEE/IAPR 2nd International Conference on Biometrics, Seoul, Korea (LNCS 4642, pp. 722-731).
8. Coli, P., Marcialis, G. L., & Roli, F. (2007b, June 7-8). Power spectrum-based fingerprint vitality detection. In Proceedings of the IEEE International Workshop on Automatic Identification Advanced Technologies, Alghero, Italy (pp. 169-173). (Pubitemid 47487113)
9. Coli, P., Marcialis, G. L., & Roli, F. (2008). Fingerprint silicon replicas: Static and dynamic features for vitality detection using an optical capture device. International Journal of Image and Graphics, 8(4), 495-512. doi:10.1142/S0219467808003209
10. Derakhshani, R., Schuckers, S., Hornak, L. A., & O'Gorman, L. (2003). Determination of vitality from a non-invasive biomedical measurement for use in fingerprint scanners. Pattern Recognition, 36(2), 383-396. doi:10.1016/S0031- 3203(02)00038-9 (Pubitemid 35212835)
11. Diaz-Santana, E., & Parziale, G. (2006). Patent Pending # EP1872719: Liveness detection method. Brussels, Belgium: European Patent and Trademark Office.
12. Drahansky, M., & Lodrova, D. (2008). Liveness detection for biometric systems based on papillary lines. In Proceedings of the International Conference on Information Security and Assurance (pp. 439-444).
13. Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., & Witten, I. (2009). The Weka data mining software: An update. SIGKDD Explorations, 11(1). Retrieved from http://www.cs.waikato.ac.nz/ml/weka/ doi:10.1145/1656274.1656278
14. Maltoni, D., Maio, D., Jain, A. K., & Prabhakar, S. (2003). Handbook of fingerprint recognition. Berlin, Germany: Springer-Verlag.
15. Marcialis, G. L., Lewicke, A., Tan, B., Coli, P., Grimberg, D., & Congiu, A. Schuckers, S. (2009, September 9-12). First international fingerprint liveness detection competition. In P. Foggia, C. Sansone, & M. Vento (Eds.), Proceedings of the 14th International Conference on Image Analysis and Processing, Vietri sul Mare, Italy (LNCS 5716, pp. 12-23).
16. Marcialis, G. L., Roli, F., & Tidu, A. (2010, August 23-26). Analysis of fingerprint pores for vitality detection. In Proceedings of the 20th IEEE/IAPR International Conference on Pattern Recognition, Istanbul, Turkey (pp. 1289-1292).
17. Matsumoto, T., Matsumoto, H., Yamada, K., & Hoshino, H. (2002). Impact of artificial 'gummy' fingers on fingerprint systems. In Proceedings of the SPIE Conference (Vol. 4677).
18. Moon, Y. S., Chen, J. S., Chan, K. C., So, K., & Wool, K. C. (2005). Wavelet based fingerprint liveness detection. Electronics Letters, 41(20), 1112-1113. doi:10.1049/el:20052577 (Pubitemid 41498633)
19. Parthasaradhi, S. T. V., Derakhshani, R., Hornak, L. A., & Schuckers, S. (2005). Time-series detection of perspiration as a liveness test in fingerprint devices. IEEE Transactions on Systems, Man, and Cybernetics: Part C, 35(3), 335-343. (Pubitemid 41194746)
20. Russo, A. (2007). United States Patent #20070014443: System for and method of securing fingerprint biometric systems against fake-finger spoofing. Washington, DC: United States Patent and Trademark Office.
21. Sandstrom, M. (2004). Liveness detection in fingerprint recognition systems (Unpublished master's thesis). Linkoping University, Linkoping, Sweden. Retrieved from http://www.ep.liu.se/exjobb/2004/3557/exjop.pdf
22. Tabassi, E., Wilson, C. L., & Watson, C. I. (2004). Fingerprint image quality (Tech. Rep. No. NISTIR 7151). Gaithersburg, MD: NIST.
23. Tan, B., & Schuckers, S. (2006). Liveness detection for fingerprint scanners based on the statistics of wavelet signal processing. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshop.
24. Tan, B., & Schuckers, S. (2008). A new approach for liveness detection in fingerprint scanners based on valley noise analysis. Journal of Electronic Imaging, 17, 011009. doi:10.1117/1.2885133
25. Yau, W. Y., Tran, H. T., Teoh, E. K., & Wang, J. I. (2007, August 27-29). Fake finger detection by finger color change analysis. In S.-W. Lee & S. Li (Eds.), Proceedings of the IEEE/IAPR 2nd International Conference on Biometrics, Seoul, Korea (LNCS 4642, pp. 888-896).