Cepstral analysis of driving behavioral signals for driver identification

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 5, Issue , 2006, Pages

  Miyajima, C ^a   Nishiwaki, Y ^a   Ozawa, K ^a   Wakita, T ^a,b   Itou, K ^a   Takeda, K ^a  

^a NAGOYA UNIVERSITY   (Japan)

^b Rd Management Section   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMOBILE DRIVERS; BEHAVIORAL RESEARCH; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; MATHEMATICAL MODELS; SIGNAL PROCESSING; SPEED CONTROL;

CEPSTRAL FEATURES; DRIVER IDENTIFICATION RATE; DRIVER MODEL; GAUSSIAN MIXTURE MODEL (GMM);

SPECTRUM ANALYSIS;

EID: 33947706266     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. A. Pentland and A. Liu, "Modeling and prediction of human behavior," Neural Computation, vol. 11, pp. 229-242, 1999.
2. N. Oliver and A.P. Pentland, "Driver behavior recognition and prediction in a SmartCar," Proc. SPIE Aerosense 2000, Enhanced and Synthetic Vision, Apr. 2000.
3. R. Grace, V.E. Byrne, D.M. Bierman, J. Legrand, D. Gricourt, B.K. Davis, J.J. Stastzewski, and B. Carnahan, "A drowsy driver detection system for heavy vehicles," Proc. 17th Digital Avionics Systems Conference, vol. 2, pp. I36/1-I36/8, Oct. 1998.
4. P. Smith, M. Shah, and N. da V. Lobo, "Monitoring head/eye motion for driver alertness with one camera," Proc. ICPR 2000, vol.4, pp.636-642, Sept. 2000.
5. D.D. Salvucci, E.P. Boer, and A. Liu, "Toward an integrated model of driver behavior in a cognitive architecture," Transportation Research Record, 2001.
6. K. Igarashi, C. Miyajima, K. Itou, K. Takeda, and F. Itakura, "Biometric identification using driving behavioral signals," Proc. ICME 2004, TP1-2, June 2004.
7. T. Wakita, K. Ozawa, C. Miyajima, and K. Takeda, "Parametric Versus Non-Parametric Models of Driving Behavior Signals for Driver Identification," Proc. AVBPA 2005, July 2005 (to appear).
8. D.A. Reynolds and R.C. Rose, "Robust text-independent speaker identification using Gaussian mixture speaker models," IEEE Trans. Speech and Audio Processing, vol. 3, no. 1, pp. 72-83, Jan. 1995.
9. N. Kawaguchi, S. Matsubara, K. Takeda, and F. Itakura, "Multimedia data collection of in-car speech communication," Proc. EUROSPEECH 2001, pp. 2027-2030, Sept. 2001.
10. L. Rabiner and B. Juang, "Fundamentals of Speech Recognition," Prentice Hall, Apr. 1993.