People identification using floor pressure sensing and analysis

IEEE Sensors Journal

Volumn 10, Issue 9, 2010, Pages 1447-1460

  Qian, Gang ^a   Zhang, Jiqing ^a   Kidane, Assegid ^a  

^a ARIZONA STATE UNIVERSITY   (United States)

Author keywords

Biometrics; gait recognition; pressure analysis

Indexed keywords

DATA SETS; FALSE ALARM RATE; FEATURE SETS; FISHER LINEAR DISCRIMINANTS; FREE STYLE; GAIT RECOGNITION; HIGH RESOLUTION; INVARIANT PROPERTIES; MEAN PRESSURES; PEOPLE IDENTIFICATION; PRESSURE ANALYSIS; PRESSURE DATA; PRESSURE PROFILES; PRESSURE SENSING; RECOGNITION RATES; STRIDE LENGTH;

ALGORITHMS; BIOMETRICS; GAIT ANALYSIS; PRESSURE SENSORS; SPEED; THREE DIMENSIONAL; TRAJECTORIES;

FLOORS;

EID: 77954585509     PISSN: 1530437X     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSEN.2010.2045158     Document Type: Article

References (23)

1. M. Addlesee, A. Jones, F. Livesey, and F. Samaria, "The ORL active floor," IEEE Pers. Commun., pp. 35-41, Oct. 1997.
2. Y. Cheng, "Mean shift, mode seeking and clustering," IEEE Trans. Pattern Analy. Mach. Intell., vol.17, no.8, pp. 790-799, 1995.
3. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2nd ed. New York: Wiley, 2000.
4. B. Huang, M. Chen, P. Huang, and Y. Xu, "Gait modeling for human identification," in Proc. IEEE Int. Conf. Robot. Autom., 2007, pp. 4833-4838.
5. J. Jung, Z. Bien, S. Lee, and T. Sato, "Dynamic-footprint based person identification using mat-type pressure sensor," in Proc. Int. Conf. IEEE Eng. Med. Biol. Soc., 2003, vol.3, pp. 2937-2940.
6. J. Jung, T. Sato, and Z. Bien, "Dynamic footprint-based person recognition method using a hidden Markov model and a neural network," Int. J. Intell. Syst., vol.19, no.11, pp. 1127-1141, 2004.
7. L. Middleton, A. A. Buss, A. Bazin, and M. S. Nixon, "A floor sensor system for gait recognition," in Proc. IEEE Workshop on Autom. Identification Adv. Technol., 2005, pp. 171-176.
8. R. J. Orr and G. D. Abowd, "The smart floor: A mechanism for natural user identification and tracking," in Proc. Conf. Human Factors in Comput. Syst., 2000, pp. 275-276.
9. S. Pirttikangas, J. Suutala, J. Riekki, and J. Röning, "Footstep identification from pressure signals using hidden Markov models," in Finnish Signal Process. Symp., 2003, pp. 124-128.
10. S. Pirttikangas, J. Suutala, J. Riekki, and J. Röning, "Learning vector quantization in footstep identification," in Proc. IASTED Int. Conf. Arti. Intell. Appl., 2003, pp. 413-417.
11. J. Yoon, J. Ryu, and W.Woo, "User identification using user's walking pattern over the ubiFloorII," in Proc. Int. Conf. Comput. Intell. Security, 2005, vol.3801, pp. 949-956.
12. J. Yun, S. Lee, W. Woo, and J. Ryu, "The user identification system using walking pattern over the ubiFloor," in Proc. Int. Conf. Control, Autom. Syst., 2003, pp. 1046-1050.
13. V. Franc and V. Hlavac, Statistical pattern recognition toolbox for Matlab user's guide, Center for Machine Perception, K13133 FEE Czech Technical Univ., Res. Rep. CTU-CMP-2004-2008, 2004.
14. S. Rangarajan, A. Kidane, G. Qian, and S. Rajko, "The design of a pressure sensing floor for movement-based human computer interaction," in Proc. Eur. Conf. Smart Sensing and Context, 2007, vol.4793, LNCS, pp. 46-61.
15. S. Rangarajan, A. Kidane, G. Qian, and S. Rajko, "Design optimization of pressure sensing floor for multimodal human computer interaction," in Advances in Human Computer Interaction. Vienna, Austria: I-Tech Education and Publishing, 2008.
16. G. Qian, J. Zhang, and A. Kidane, "People identification using Gait via floor pressure sensing and analysis," in Proc. 3rd Eur. Conf. Smart Sensing and Context (EuroSSC), Zürich, Switzerland, Oct. 29-31, 2008, vol.5279, LNCS, pp. 83-98, \\dma.asu.edu\wwwroot\faculty\ qian\Publications\ PressureSensingFloor-MHCI-FINAL.pdf.
17. J. Suutala and J. Röning, "Methods for person identification on a pressure- sensitive floor: Experiments with multiple classifiers and reject option," Inf. Fusion, vol.9, no.1, pp. 21-40, Jan. 2008.
18. J. Suutala, K. Fujinami, and J. Röning, "Gaussian process person identifier based on simple floor sensors," in Proc. 3rd Eur. Conf. Smart Sensing and Context (EuroSSC-2008), Zurich, Switzerland, Oct. 2008, pp. 55-68.
19. J. Kittler, M. Hatef, R. P. W. Duin, and J. Matas, "On combining classifiers," IEEE Trans. Pattern Analy. Mach. Intell., vol.20, no.3, pp. 226-239, 1998.
20. D. Comaniciu and P. Meer, "Mean shift: A robust approach toward feature space analysis," IEEE Trans. Pattern Analy. Mach. Intell., vol.24, no.5, pp. 603-619, 2002.
21. J. Yun, G. Abowd, J. Ryu, and W.Woo, "User identification with user's stepping pattern over the ubiFloorII," Int. J. Pattern Recogn. Artif. Intell.(IJPRAI), vol.22, no.3, pp. 497-514, 2008.
22. S. Kullback, Information Theory and Statistics. New York: Wiley, 1959.
23. I. Rosenberg and K. Perlin, "The UnMousePad: An interpolating multitouch force-sensing input pad," in Proc. ACM SIGGRAPH , H. Hoppe, Ed., Orleans, LA, Aug. 3-7, 2009.