Driver behavioural classification from trajectory data

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn 2005, Issue , 2005, Pages 889-894

  Rigolli, Marco ^a   Williams, Quentin ^a   Gooding, Mark J ^b   Brady, Michael ^a  

^a UNIVERSITY OF OXFORD   (United Kingdom)

^b ROYAL UNITED HOSPITAL   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; AUTOMOBILE DRIVERS; DATA PROCESSING; DATA REDUCTION;

BEHAVIOURAL CLUSTERING; FACTOR ANALYSIS; INFORMATION EXTRACTION; TRAJECTORY INFORMATIONS;

BEHAVIORAL RESEARCH;

EID: 33747419272     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2005.1520168     Document Type: Conference Paper

References (14)

1. R. Vanhamme, "Telindus works with UK Highways Agency to bring the M25 CCTV system up to speed," Telindus Group NV, Tech. Rep., 2002.
2. D. Beymer, P. McLauchlan, B. Coifman, and J. Malik, "A real-time computer vision system for measuring traffic parameters," in Conference on Computer Vision and Pattern Recognition, 1997, pp. 495-501.
3. A. Angel, M. Hickman, P. Mirchandani, and D. Chandnani, "Methods of analyzing traffic imagery collected from aerial platforms," IEEE Trans. Intell. Transport. Syst., vol. 4, no. 2, pp. 99-107, 2003.
4. H. O. Science Policy Unit, "The police science and technology strategy: 2004-2009," Home Office, UK, Tech. Rep., 2004.
5. M. Rigolli and M. Brady, "Towards a behavioural traffic monitoring system," in Proceedings of AAMAS 05, no. Paper 298, July 2005.
6. D. Parker and S. Stradling, "Influencing driver attitudes and behaviour," Driver Behaviour Research Group (DBRG), Tech. Rep., 2001.
7. D. Lowe and M. E. Tipping, "Neuroscale: Novel topographic feature extraction with radial basis function networks," in Advances in Neural Information Processing Systems 9, M. Mozer, M. Jordan, and T. Petsche, Eds. MIT Press, 1997, pp. 543U-549.
8. B. G. Tabachnick and L. S. Fidell, Using Multivariate Statistics, 4th ed. Needham Height, Massachusetts, USA: Allyn and Bacon, 2001.
9. N. P. Hughes and L. Tarassenko, "Novel signal shape descriptors through wavelet transforms and dimensionality reduction," in Wavelet Applications in Signal and Image Processing X, ser. Proceedings SPIE, A. Aldroubi, A. F. Laine, and M. Unser, Eds., 2003.
10. Q. R. Williams and J. A. Noble, "A spatio-temproal analysis of contrast ultrasound image sequences for assessment of tissue perfusion," Lecture Notes in Computer Science, vol. 3217, pp. 899-906, 2004.
11. J.-O. Kim and C. W. Mueller, Factor Analysis: Statistical Methods and Practical Issues, ser. Quantitative Applications in the Social Sciences Series. Sage Publications, 1978, no. 14.
12. L. R. Fabrigar, D. T. Wegener, R. C. MacCallum, and E. J. Strahan, "Evaluating the use of exploratory factor analysis in psychological research," Psychological Methods, vol. 4, pp. 272-299, 1999.
13. R. B. Darlington. (1997) Factor analysis. Accessed March 4, 2005. [Online]. Available: http://comp9.psych.cornell.edu/Darlington/factor.htm
14. D. B. Rowe, Multivariate Bayesian Statistics. Boca Raton, FL, USA: Chapman and Hall/CRC, 2003.