Remote detection of humans and animals

Proceedings - Applied Imagery Pattern Recognition Workshop

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

BORDER SECURITY; LOW COSTS; MICRO-DOPPLER; RADAR DATA; REMOTE DETECTION; REMOTE LOCATION; SIMULATION AND MEASUREMENT;

COMPUTER SIMULATION; NETWORK SECURITY; PATTERN RECOGNITION; RADAR; RADAR MEASUREMENT;

ANIMALS;

EID: 77953836508     PISSN: 15505219     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AIPR.2009.5466303     Document Type: Conference Paper

References (32)

1. L. Cohen, Time-Frequency Analysis. Englewood Cliffs, NJ: 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. G. 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. 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.
9. P. van. Dorp and F. C. A. Groen, "Human walking estimation with radar," IEEE Proc. On Radar, Sonar, and Navigation, vol. 150, pp. 356-365, October 2003.
10. D. A. Tahmoush and J. Silvious, "Angle, Elevation, PRF, and Illumination in Radar MicroDoppler for Security Applications," 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 Parallel/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 Propagation 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. A. V. Oppenheim, R. W. Schafer, Discrete-Time signal processing, prentice hall, Englewood cliffs, NJ, 1989.
22. D. Tahmoush, R. Wellman, J. Silvious, "A Compact Persistent Surveillance Radar with Micro-Doppler Capabilities", Proceedings of the 2009 MSS National Symposium, Las Vegas, NV. August 2009.
23. R. Wellman, J. Clark, D. Judy, E. Viveiros, S. Weiss, D. Wikner, E. Adler, and J. Kurtz, "Design of a Compact, Low-Power Radar for Unattended Ground Sensor Applications" Proceedings of the Tri-Service Radar Symposium, Boulder, CO, 2009.
24. D. Tahmoush, J. Silvious, "Dismount Threat Detection via Radar Doppler" Proceedings of the Triservice Radar Symposium, Boulder, CO, 2009.
25. D. Tahmoush, J. Silvious, "Stride Rate in Radar Micro-Doppler Images" Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, San Antonio, TX, October 2009.
26. th Irish Machine Vision and Image Processing Conference, Dublin, Ireland, September 2009.
27. 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.
28. M. I. Skolnik, "Radar Handbook", New York: McGraw Hill, 1970.
29. T. Dogaru, C. Le, and G. Kirose, "Time-Frequency Analysis of a Moving Human Doppler Signature," ARL-TR-4728, Feb 2009.
30. N. F. Troje, "Decomposing biological motion: A framework for analysis and synthesis of human gait patterns," Journal of Vision 2002, Vol. 2, pp. 371-387.
31. D. Tahmoush, J. Silvious, "Radar Micro-Doppler for Long Range Front-View Gait Recognition" Proceedings of the IEEE Third International Conference on Biometrics: Theory, Applications and Systems, Arlington, VA, September 2009.
32. Y. Kim and H. Ling, "Human Activity Classification Based on Micro-Doppler Signatures using an Artificial Neural Network" Proceedings of the Antennas and Propagation Society International Symposium, pp. 1-4, July 2008.