Gait-based person and gender recognition using micro-doppler signatures

2011 IEEE Biomedical Circuits and Systems Conference, BioCAS 2011

Volumn , Issue , 2011, Pages 444-447

  Garreau, Guillaume ^a   Andreou, Charalambos M ^a   Andreou, Andreas G ^a   Georgiou, Julius ^a   Dura Bernal, Salvador ^b   Wennekers, Thomas ^b   Denham, Sue ^b  

^a UNIVERSITY OF CYPRUS   (Cyprus)

^b UNIVERSITY OF PLYMOUTH   (United Kingdom)

Author keywords

gender classification; individual recognition; k NN classifier; Micro Doppler; spectrogram; ultrasonic device

Indexed keywords

GENDER CLASSIFICATION; INDIVIDUAL RECOGNITION; K-NN CLASSIFIER; MICRO-DOPPLER; SPECTROGRAMS;

ULTRASONIC DEVICES;

SOCIAL SCIENCES;

EID: 84855691037     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BioCAS.2011.6107823     Document Type: Conference Paper

References (13)

1. A. M. Sabatini and V. Colla, "A method for sonar based recognition of walking people," Robotics and Autonomous Systems, vol. 25, no. 1-2, pp. 117-126, 1998.
2. J. Geisheimer, W. Marshall, and E. Greneker, "A continuous-wave (cw) radar for gait analysis," in Signals, Systems and Computers, 2001. Conference Record of the Thirty-Fifth Asilomar Conference on, vol. 1, November 2001, pp. 834-838.
3. M. Otero, "Application of a continuous wave radar for human gait recognition," in Proc. SPIE 5809, vol. 538, March 2005.
4. K. Kalgaonkar and B. Raj, "Acoustic doppler sonar for gait recognition," in Advanced Video and Signal Based Surveillance, 2007. AVSS 2007. IEEE Conference on, September 2007, pp. 27-32.
5. I. E. Dror, F. L. Florer, D. Rios, and M. Zagaeski, "Using artificial bat sonar neural networks for complex pattern recognition: Recognizing faces and the speed of a moving target." Biological Cybernetics, vol. 74, pp. 331-338, April 1996.
6. K. Kalgaonkar and B. Raj, "Recognizing talking faces from acoustic doppler reflections," in Automatic Face Gesture Recognition, 2008. FG '08. 8th IEEE International Conference on, September 2008, pp. 1-6.
7. Z. Miao, W. Ji, Y. Xu, and J. Yang, "A novel ultrasonic sensing based human face recognition," in Ultrasonics Symposium, 2008. IUS 2008. IEEE, November 2008, pp. 1873-1876.
8. K. Kalgaonkar and B. Raj, "One-handed gesture recognition using ultrasonic doppler sonar," in Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on, April 2009, pp. 1889-1892.
9. T. Yardibi, P. Cuddihy, S. Genc, C. Bufi, M. Skubic, M. Rantz, L. Liu, and C. Phillips, "Gait characterization via pulse-doppler radar," in Pervasive Computing and Communications Workshops (PERCOM Workshops), 2011 IEEE International Conference on, March 2011, pp. 662-667.
10. L. Liang, P. Mihail, R. Marylin, S. Marjorie, C. Paul, and Y. Tarik, "Automatic fall detection based on doppler radar motion signature," in 5th International Conference on Pervasive Computing Technologies for Healthcare, February 2011.
11. G. Garreau, N. Nicolaou, C. Andreou, C. D'Urbal, G. Stuarts, and J. Georgiou, "Computationally efficient classification of human computationally efficient classification of human transport mode using microdoppler signatures," in Information Sciences and Systems (CISS), 2011 45th Annual Conference on, March 2011.
12. Z. Zhang and A. Andreou, "Human identification experiments using acoustic micro-doppler signatures," in Micro-Nanoelectronics, Technology and Applications, 2008. EAMTA 2008. Argentine School of, September 2008, pp. 81-86.
13. J. B. MacQueen, "Some methods for classification and analysis of multivariate observations," in Proc. of the fifth Berkeley Symposium on Mathematical Statistics and Probability, vol. 1. University of California Press, 1967, pp. 281-297.