Radar micro-Doppler for long range front-view gait recognition

IEEE 3rd International Conference on Biometrics: Theory, Applications and Systems, BTAS 2009

Volumn , Issue , 2009, Pages

  Tahmoush, Dave ^a   Silvious, Jerry ^a  

^a U S ARMY RESEARCH LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRIC FEATURES; CLUTTER BACKGROUND; DETECTION AND TRACKING; DIRECTION OF MOTION; GAIT FEATURES; GAIT RECOGNITION; GROUND TRUTH; HUMAN MOTIONS; HUMAN SUBJECTS; LONG RANGE; MICRO-DOPPLER; RADAR DATA;

GAIT ANALYSIS; RADAR;

BIOMETRICS;

EID: 71749116860     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BTAS.2009.5339049     Document Type: Conference Paper

References (35)

1. L. Cohen, Time-Frequency Analysis. Prentice-Hall, 1995.
2. V.C. Chen and H. Ling, Time-frequency transforms for radar imaging and signal analysis, Artech House, Norwood, MA, 2002.
3. S.Z. Gürbüz, W.L. Melvin, and D.B. Williams, "Detection and Identification of Human Targets in Radar Data," Proc. SPIE Vol. 6567, 2007.
4. Gene Greneker, "Very Low Cost Stand-Off Suicide Bomber Detection System Using Human Gait Analysis To Screen Potential Bomb Carrying Individuals," Proc. SPIE Vol 5788, 2005.
5. J.L. Geisheimer, W.S. Marshall, and E. Greneker, "A Continuous-Wave (CW) Radar for Gait Analysis," Conference Record of the Thirty-Fifth Asilomar Conference on Signals, Systems and Computers, 2001, Vol 1, pp. 834-838, Nov 2001.
6. V.C. Chen and R. Lipps, "Time frequency signatures of micro-Doppler phenomenon for feature extraction," Proceedings of SPIE, vol. 4056, Wavelet Applications VII, pp. 220-226, April 2000.
7. V.C. Chen, F. Li, S.-S. Ho, and H. Wechsler, "Micro-Doppler effect in radar: phenomenon, model, and simulation study," IEEE Trans. on Aerospace and Electronic Systems, vol. 42, pp. 2-21, January 2006.
8. J.L. Geisheimer, W.S. Marshall, and E.F. Greneker, "A high-resolution Doppler model of human gait," Proceedings of SPIE, vol. 4744 Radar Sensor Technology and Data Visualization, pp. 8-18, April 2002.
9. P. van. Dorp and F.C.A. Groen, "Human walking estimation with radar," IEE Proc. on Radar, Sonar, and Navigation, vol. 150, pp. 356-365, October 2003.
10. D.A. Tahmoush and J. Silvious, "Radar MicroDoppler for Security Applications: Modeling Men versus Women," Proceedings of the 2009 IEEE International Symposium on Antennas and Propagation, Charleston, SC, 1-5 June, 2009.
11. J. Li and H. Ling, "Application of adaptive chirplet representation for ISAR feature extraction from targets with rotating parts," IEE Proc. on Radar, Sonar, and Navigation, vol. 150, pp. 284-291, August 2003.
12. P. Setlur, M. Amin, and F. Ahmad, "Analysis of micro-Doppler signals using linear FM basis decomposition," Proceedings of SPIE, vol. 6210, Radar Sensor Technology X, May 2006.
13. V.C. Chen, "Spatial and temporal independent component analysis of micro-Doppler features," IEEE Radar Conference, pp. 348-353, May 2005.
14. J.L. Geisheimer, E.F. Greneker, W.S. Marshall,, "High-resolution Doppler model of the human gait," Proc. SPIE 4744, 8, 2002.
15. Y. Yang, J. Lei, W. Zhang, and C. Lu, "Target classification and pattern recognition using micro-Doppler radar signatures," Seventh ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parrallel/Distributed Computing, 2006, pp. 213-217, June 2006.
16. P. Kealey and M. Jahangir, "Advances in Doppler recognition for ground moving target indication," Proceedings of SPIE, vol. 6234, Automatic Target Recognition XVI, May 2006.
17. M. Otero, "Application of a continuous wave radar for human gait recognition," Proceedings of SPIE, vol. 5809, Signal Processing, Sensor Fusion, and Target Recognition XIV, pp. 538-548, May 2005.
18. A. Lin and H. Ling, "Through-wall measurements of a Doppler and direction-of-arrival (DDOA) radar for tracking indoor movers," IEEE Antennas Propagat. Soc. Int. Symp. Digest, vol. 3B, pp. 322-325, July 2005.
19. R. Tan and R. Bender, "Analysis of Doppler Measurements of People," Targets and Backgrounds XII: Characterization and Representation, edited by Wendell R. Watkins, Dieter Clement, Proceedings of SPIE Vol. 6239, 623908-1, 2006.
20. I. Bilik, J. Tabrikian, and A. Cohen, "GMM-based target classification for ground surveillance Doppler radar," IEEE Transactions on Aerospace and Electronic Systems, vol. 42, No. 1, pp. 267-278, January 2006.
21. C. Ben Abdelkader, R. Cutler, H. Nanda, and L. S. Davis. Eigengait: Motion-based recognition of people using image self-similarity. In Proc Int Conf AVBPA, pages 284-294, 2001.
22. L. Lee and W. Grimson. Gait analysis for recognition and classification. Proc IEEE Conf FG, pages 148-155, 2002.
23. P. Phillips, S. Sarkar, I. Robledo, P. Grother, and K. Bowyer. Baseline results for the challenge problem of humanid using gait analysis. Proc IEEE Conf FG, pages 130-135, 2002.
24. S. Chen and Y. Gao. An invariant appearance model for gait recognition. Proc IEEE Conf Multimedia Expo, pages 1375-1378, 2007.
25. M. Soriano, A. Araullo, and C. Saloma. Curve spreads - a biometric from front-view gait video. Pattern Recognition Letters, 25(14):1595-1602, 2004.
26. L. Wang, T. Tan, W. Hu, and H. Ning. Automatic gait recognition based on statistical shape analysis. IEEE Trans IP, 12(9):1120-1131, 2003.
27. M. Goffredo, N. Spencer, D. Pearce, J. N. Carter, and M. S. Nixon. Human Perambulation as a Self Calibrating Biometric., volume 4778 of LNCS. Springer, 2007.
28. A. Kale, A. Chowdhury, and R. Chellappa. Towards a view invariant gait recognition algorithm. Proc IEEE Conf AVSS, pages 143-150, 2003.
29. N. Spencer and J. Carter. Towards pose invariant gait reconstruction. Proc IEEE Conf ICIP, 3:III-261-4, 2005.
30. M. Anderson, "Design of Multiple Frequency Continuous Wave Radar Hardware and Micro-Doppler Based Detection and Classification Algorithms," PhD thesis University of Texas at Austin, May 2008.
31. M.I. Skolnik, "Radar Handbook", New York: McGraw Hill, 1970.
32. G. Davidson, 2001, Doppler Filtering and Detection Strategies for Multifunction Radar, PhD Thesis, University College London.
33. J.S. Lim, Two-Dimensional Signal and Image Processing, Englewood Cliffs, NJ, Prentice Hall, 1990, pp. 469-476.
34. R. Bracewell. The Fourier Transform and Its Applications. McGraw-Hill Book Company, first edition, 1965.G. O. Young, "Synthetic structure of industrial plastics (Book style with paper title and editor)," in Plastics, 2nd ed. vol. 3, J. Peters, Ed. New York: McGraw-Hill, 1964, pp. 15-64.
35. Goffredo, M. Carter, J.N. Nixon, M.S. Front-View Gait Recognition in: the Proceedings of the 2nd IEEE International Conference on Biometrics: Theory, Applications and Systems, 2008.