Improvement of multisensor fusion in speed limit determination by quantifying navigation reliability

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn , Issue , 2010, Pages 855-860

  Puthon, Anne Sophie ^a   Nashashibi, Fawzi ^a   Bradai, Benazouz ^b  

^a PSL RESEARCH UNIVERSITY   (France)

^b VALEO   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CAMERA SENSOR; COMPLEX TASK; CONFIDENCE MEASURE; DEMPSTER-SHAFER; DEMPSTER-SHAFER BELIEF THEORY; DRIVING SITUATIONS; FUSION MODEL; GEOGRAPHICAL INFORMATION SYSTEM; MULTI-SENSOR FUSION; ROAD SIGNS; SPEED LIMIT;

DATA FUSION; INTELLIGENT SYSTEMS; NAVIGATION;

GEOGRAPHIC INFORMATION SYSTEMS;

EID: 78650448847     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2010.5625242     Document Type: Conference Paper

References (16)

1. M. Darms and H. Winner, "A Modular System Architecture for Sensor Data Processing of ADAS Applications," in Proc. of IEEE Intelligent Vehicles Symposium (IV'05), Las Vegas, USA, 2005, pp. 729-734.
2. J. Lauffenburger, B. Bradai, M. Basset, and F. Nashashibi, "Navigation and Speed Signs Recognition Fusion for Enhanced Vehicle Location," in Proc. of International Federation of Automatic Control (IFAC'08), Seoul, Korea, 2008.
3. O. Hamdoun, A. Bargeton, F. Moutarde, B. Bradai, L. Chanussot et al., "Detection and Recognition of End-of-Speed-Limit and Supplementary Signs for Improved European Speed Limit Support," in Proc. of World Congress on Intelligent Transport Systems (ITS'08), vol. 15, New York, USA, 2008, pp. 289-303.
4. D. Nienhuser, T. Gumpp, and J. Zollner, "A Situation Context Aware Dempster-Shafer Fusion of Digital Maps and a Road Sign Recognition System," in Proc. of IEEE Intelligent Vehicles Symposium (IV'09), Xi'an, Shaanxi, China, 2009, pp. 1401-1406.
5. A. De La Escalera, J. Armingol, and M. Mata, "Traffic Sign Recognition and Analysis for Intelligent Vehicles," Image and Vision Computing, vol. 21, no. 3, pp. 247-258, 2003.
6. J. Torresen, J. Bakke, and L. Sekanina, "Efficient Recognition of Speed Limit Signs," in Proc. of IEEE Conference on Intelligent Transportation Systems (ITS'04), Maceiò, Alagoas, Brazil, 2004, pp. 652-656.
7. N. Barnes and A. Zelinsky, "Real-time Radial Symmetry for Speed Sign Detection," in Proc. of IEEE Intelligent Vehicles Symposium (IV'04), Parma, Italy, 2004, pp. 566-571.
8. D. Gavrila, "Traffic Sign Recognition Revisited," in Proc. of 21st DAGM-Symposium Mustererkennung. Springer-Verlag, 1999, pp. 86-93.
9. F. Moutarde, A. Bargeton, A. Herbin, and L. Chanussot, "Modular Traffic Sign Recognition Applied to On-vehicle Real-time Visual Detection of American and European Speed Limit Signs," in Proc. of World Congress on Intelligent Transportation Systems (ITS'07), Beijing, China, 2007, pp. 9-13.
10. A. Bargeton, F. Moutarde, F. Nashashibi, and B. Bradai, "Improving Pan-European Speed-Limit Signs Recognition with a New "Global Number Segmentation" Before Digit Recognition," in Proc. of IEEE Intelligent Vehicles Symposium (IV'08), Eindhoven, Netherlands, 2008, pp. 1022-1027.
11. Y. Zhao, Vehicle Location and Navigation Systems. Artech House Publishers, 1997.
12. M. El Najjar and P. Bonnifait, "Road Selection Using Multicriteria Fusion for the Road-Matching Problem," IEEE Transactions on Intelligent Transportation Systems, vol. 8, pp. 279-291, 2007.
13. A. Dempster, "Upper and Lower Probabilities Induced by a Multi-valued Mapping," Classic Works of the Dempster-Shafer Theory of Belief Functions, pp. 57-72, 1967.
14. G. Shafer, A Mathematical Theory of Evidence. Princeton university press Princeton, NJ, 1976.
15. P. Smets, "Belief Functions: the Disjunctive Rule of Combination and the Generalized Bayesian Theorem," Classic Works of the Dempster-Shafer Theory of Belief Functions, pp. 633-664, 2005.
16. D. Mercier, B. Quost, and T. Denœux, "Contextual Discounting of Belief Functions," Symbolic and Quantitative Approaches to Reasoning with Uncertainty, pp. 552-562, 2005.