Security analysis of impostor attempts with respect to gender in gait biometrics

IEEE Conference on Biometrics: Theory, Applications and Systems, BTAS'07

Volumn , Issue , 2007, Pages

  Gafurov, Davrondzhon ^a  

^a NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

Author keywords

[No Author keywords available]

Indexed keywords

DETECTORS; SECURITY SYSTEMS; SENSORS;

BIOMETRIC SYSTEMS; FALSE ACCEPTANCE; GAIT SEQUENCES; INTERNATIONAL CONFERENCES; SECURITY ANALYSIS;

BIOMETRICS;

EID: 48649096773     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BTAS.2007.4401905     Document Type: Conference Paper

References (29)

1. Mark S. Nixon, Tieniu N. Tan, and Rama Chellappa. Human Identification Based on Gait. Springer, 2006.
2. C. BenAbdelkader, R. Cutler, and L. Davis. Stride and cadence as a biometric in automatic person identification and verification. In Fifth IEEE International Conference on Automatic Face and Gesture Recognition, pages 357-362, May 2002.
3. A.I. Bazin, L. Middleton, and M.S. Nixon. Probabilistic fusion of gait features for biometric verification. In Eighth International Conference of Information Fusion, 2005.
4. Liang Wang, Huazhong Ning, Tieniu Tan, and Weiming Hu. Fusion of static and dynamic body biometrics for gait recognition. IEEE Transactions on Circuits and Systems for Video Technology, 14(2), 2004.
5. Liang Wang, Tieniu Tan, Weiming Hu, and Huazhong Ning;. Automatic gait recognition based on statistical shape analysis. IEEE Transactions on Image Processing, 12(9):1120 - 1131, Sept. 2003.
6. M. S. Nixon and J.N. Carter. Automatic recognition by gait. Proceedings of the IEEE, 94(11):2013 - 2024, 2006.
7. Zongyi Liu and Sudeep Sarkar. Improved gait recognition by gait dynamics normalization. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(6):863 - 876, 2006.
8. Ju Han and Bir Bhanu. Individual recognition using gait energy image. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(2):316 - 322, 2006.
9. R. J. Orr and G. D. Abowd. The smart floor: A mechanism for natural user identification and tracking. In Proceedings of the Conference on Human Factors in Computing Systems, 2000.
10. Lee Middleton, Alex A. Buss, Alex Bazin, and Mark S. Nixon. A floor sensor system for gait recognition. In Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID'05), pages 171-176, 2005.
11. Heikki J. Ailisto, Mikko Lindholm, Jani Mäntyjärvi, Elena Vildjiounaite, and Satu-Marja Mäkelä. Identifying people from gait pattern with accelerometers. In Proceedings of SPIE Volume: 5779; Biometric Technology for Human Identification II, pages 7-14, 2005.
12. Jani Mäntyjärvi, Mikko Lindholm, Elena Vildjiounaite, Satu-Marja Mäkelä, and Heikki J. Ailisto. Identifying users of portable devices from gait pattern with accelerometers. In IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.
13. Davrondzhon Gafurov, Kirsi Helkala, and Torkjel Sondrol. Gait recognition using acceleration from MEMS. In 1st IEEE International Conference on Availability, Reliability and Security (ARES), pages 432-437, Vienna, Austria, April 2006.
14. Davrondzhon Gafurov, Einar Snekkenes, and Patrick Bours. Gait authentication and identification using wearable accelerometer sensor. In 5th IEEE Workshop on Automatic Identification Advanced Technologies (AutoID), pages 220-225, Alghero, Italy, June 7-8 2007.
15. Davrondzhon Gafurov, Einar Snekkenes, and Tor Erik Buvarp. Robustness of biometric gait authentication against impersonation attack. In First International Workshop on Information Security (IS'06), OnThe-Move Federated Conferences (OTM'06), pages 479-488, Montpellier, France, Oct 30 - Nov 1 2006. Springer LNCS 4277.
16. Davrondzhon Gafurov, Einar Snekkenes, and Patrick Bours. Spoof attacks on gait authentication system. IEEE Transactions on Information Forensics and Security, 2007. Special Issue on Human Detection and Recognition, to appear.
17. R.M. Bolle, N.K. Ratha, and S.Pankati. Error analysis of pattern recognition systems - the subsets bootstrap. Computer Vision and Image Understanding, 2004.
18. Kerrigan DC, Todd MK, and Della Croce U. Gender differences in joint biomechanics during walking: normative study in young adults. American journal of physical medicine & rehabilitation, 1998.
19. Cho SH, Park JM, and Kwon OY. Gender differences in three dimensional gait analysis data from 98 healthy korean adults. Clinical Biomechamics (Bristol, Avon), 2004.
20. L.T. Kozlowski and J.E. Cutting. Recognizing the sex of a walker from a dynamic point-light display. Perception and Psychophysics 21, pages 575-580, 1977.
21. L. Lee and W.E.L. Grimson. Gait analysis for recognition and classification. In International Conference on Automatic Face and Gesture Recognition, pages 148-155, 2002.
22. J.W. Davis and Hui Gao. Gender recognition from walking movements using adaptive three-mode pca. In Conference on Computer Vision and Pattern Recognition Workshop, 2004.
23. J. Yoo, D. Hwang, and M. Nixon. Gender classification in human gait using support vector machine. In Proceedings of Advanced Concepts for Intelligent Vision Systems, pages 138-145, 2006.
24. F E Pollick, J Kay, K Heim, and R Stringer. A review of gender recognition from gait. In Perception 31 ECVP Abstract Supplement, 2002.
25. Elena Vildjiounaite, Satu-Marja Mäkelä, Mikko Lindholm, Reima Riihimäki, Vesa Kyllönen, Jani Mäntyjärvi, and Heikki Ailisto. Unobtrusive multimodal biometrics for ensuring privacy and information security with personal devices. In Pervasive, pages 187-201, May 2006. Springer LNCS.
26. Peter K. Larsen, Erik B. Simonsen, and Niels Lynnerup. Gait analysis in forensic medicine. In SPIE Electronic Imaging (Videometrics IX), 2007.
27. Xinjian Chen, Jie Tian, Qi Su, Xin Yang, and Fei Yue Wang. A secured mobile phone based on embedded fingerprint recognition systems. In IEEE International Conference on Intelligence and Security Informatics, May 2005.
28. N.L. Clarke and S.M. Furnell. Authenticating mobile phone users using keystroke analysis. International Journal of Information Security, 2006. ISSN:1615-5262, pp1-14.
29. T. Sim, Sheng Zhang, R. Janakiraman, and S. Kumar. Continuous verification using multimodal biometrics. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(4):687-700, 2007.