Automatic driving risk detection based on hands activity

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn , Issue , 2011, Pages 1033-1038

  De Diego, Isaac Martín ^a   Crespo, Raul ^a   Siordia, Oscar S ^a   Conde, Cristina ^a   Cabello, Enrique ^a  

^a UNIVERSIDAD REY JUAN CARLOS   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC DRIVING; DRIVING SESSION; GROUND TRUTH; RISK-BASED; ROAD TRANSPORTATION; TRAFFIC SAFETY; TRUCK CABINS; TRUCK SIMULATORS;

ALARM SYSTEMS; AUTOMOBILE DRIVERS; AUTOMOBILE SIMULATORS; GENETIC ALGORITHMS; INTELLIGENT SYSTEMS; TRUCK TRANSPORTATION; TRUCKS;

TRANSPORTATION;

EID: 83755188162     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2011.6082885     Document Type: Conference Paper

References (14)

1. K. Kircher and C. Ahlstrom. Issues related to the driver distraction detection algorithm attend. In 1st International Conference on Driver Distraction and Inattention. Gothenburg, Sweden, 2009.
2. J. S. Wang, R. R. Knipling, and M. J Goodman. The role of driver inattention in crashes; new statistics from the 1995 crashworthiness data system. Proceedings of 40th Annual meeting of the Association for the Advancement of Automotive Medicine, 1996.
3. CABINTEC: Intelligent Cabin Truck for road transport http://www.cabintec. net.
4. G. McAllister, S.J. McKenna, and I.W. Ricketta. Systems, man and cybernetics, part a: Systems and humans, ieee transactions on. In IEEE International Conference on Systems, Man, and Cybernetics., 2000.
5. C. Tran and M.M. Trivedi. Driver assistance for "keeping hands on the wheel and eyes on the road". In IEEE International Conference on Vehicular Electronics and Safety., 2009.
6. Murphy-Chutorian and M.M. Trivedi. Hyhope: Hybrid head orientation and position estimation for vision-based driver head tracking. In IEEE Intelligent Vehicles Symposium, 2008.
7. N. Hernández, P. Jiménez, L.M. Bergasa, B. Delgado, and M. Sevillano. Vision-based distraction analysis tested on a realistic driving simulator. In Proc. of the IEEE Conference on Intelligent Transportation Systems (ITSC '10), pages 895-902, 2010.
8. Oscar S. Siordia, Isaac Martín de Diego, Cristina Conde, and Enrique Cabello. Driving risk classification based on experts evaluation. In Proc. of the IEEE Intelligent Vehicles Symposium (IV '10), pages 1098-1103, 2010.
9. Raúl Crespo, Isaac Martín de Diego, Cristina Conde, and Enrique Cabello. Detection and tracking of driver's hands in real time. In Proceedings of the 15th Iberoamerican Congress on Pattern Recognition, volume 6419 of LNCS, pages 212-219. Springer, 2010.
10. Royal Automobile Club of Spain http://www.race.es.
11. John R. Koza. Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, 1992.
12. Tom M. Mitchell. Machine Learning. McGraw-Hill, New York, 1997.
13. I. M. Oliver, D. J. Smith, and J. R. C. Holland. A study of permutation crossover operators on the traveling salesman problem. In Proceedings of the Second International Conference on Genetic Algorithms and their application, pages 224-230, 1987.
14. P. Larrañaga, C.M.H. Kuijpers, R.H. Murga, and Y. Yurramendi. Learning bayesian network structures by searching for the best ordering with genetic algorithms. Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Trans. on, 26(4):487-493, July 1996. (Pubitemid 126784548)