Multi-lane detection in urban driving environments using conditional random fields

IEEE Intelligent Vehicles Symposium, Proceedings

Volumn , Issue , 2013, Pages 1297-1302

  Hur, Junhwa ^a   Kang, Seung Nam ^a   Seo, Seung Woo ^a  

^a Seoul National University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

CONDITIONAL RANDOM FIELD; CONDITIONAL RANDOM FIELDS(CRFS); DETECTION ALGORITHM; DRIVING ENVIRONMENT; MULTIPLE-ASSOCIATION; OPTIMAL ASSOCIATION; PARALLEL LANES; VIDEO SEQUENCES;

ALGORITHMS; AUTOMOBILE DRIVERS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; SIGNAL DETECTION;

RANDOM PROCESSES;

EID: 84892420169     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IVS.2013.6629645     Document Type: Conference Paper

References (17)

1. E. Pollard, D. Gruyer, J.-P. Tarel, Ieng Sio-Song, and A. Cord, "Lane marking extraction with combination strategy and comparative evaluation on synthetic and camera images," Intelligent Transportation Systems (ITSC), 2011 14th International IEEE Conference on, pp.1741-1746, 5-7 Oct. 2011
2. T. Veit, J.-P. Tarel, P. Nicolle, and P. Charbonnier, "Evaluation of Road Marking Feature Extraction," Intelligent Transportation Systems, 2008. ITSC 2008. 11th International IEEE Conference on, pp.174-181, 12-15 Oct. 2008
3. C-H Kuo, C. Huang, and R. Nevatia, "Multi-target tracking by online learned discriminative appearance models,"Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on, pp.685-692, 13-18 June 2010
4. B. Yang and R. Nevatia, "An online learned CRF model for multitarget tracking," Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on, pp.2034-2041, 16-21 June 2012
5. S. Zhou, Y. Jiang, J. Xi, J. Gong, G. Xiong, and H. Chen, "A novel lane detection based on geometrical model and Gabor filter," Intelligent Vehicles Symposium (IV), 2010 IEEE, pp.59-64, 21-24 June 2010
6. K. Zhaom, M. Meuter, C. Nunn, D. Muller, S. Muller-Schneiders, and J. Pauli, "A novel multi-lane detection and tracking system," Intelligent Vehicles Symposium (IV), 2012 IEEE, pp.1084-1089, 3-7 June 2012
7. A. Lopez, C. Canero, J. Serrat, J. Saludes, F. Lumbreras, and T. Graf, "Detection of lane markings based on ridgeness and RANSAC,"Intelligent Transportation Systems, 2005. Proceedings. 2005 IEEE, pp. 254-259, 13-15 Sept. 2005
8. M. Aly, "Real time detection of lane markers in urban streets," Intelligent Vehicles Symposium, 2008 IEEE, pp.7-12, 4-6 June 2008
9. Z. Kim, "Robust Lane Detection and Tracking in Challenging Scenarios," Intelligent Transportation Systems, IEEE Transactions on, vol.9, no.1, pp.16-26, March 2008
10. Y. Jiang, F. Gao, and G. Xu, "Computer vision-based multiple-lane detection on straight road and in a curve," Image Analysis and Signal Processing (IASP), 2010 International Conference on, pp.114-117, 9-11 April 2010
11. M. Nieto, L. Salgado, F. Jaureguizar, and J. Arrospide, "Robust multiple lane road modeling based on perspective analysis,"Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on, pp.2396-2399, 12-15 Oct. 2008
12. C.-W. Lin, D.-C. Tseng, H.-Y. Wang, "A Robust Lane Detection and Verification Method for Intelligent Vehicles,"Intelligent Information Technology Application, 2009. IITA 2009. Third International Symposium on, vol.1, pp.521-524, 21-22 Nov. 2009
13. H. Deusch, J. Wiest, S. Reuter, M. Szczot, M. Konrad, K. Dietmayer, "A random finite set approach to multiple lane detection," Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on, pp.270-275, 16-19 Sept. 2012
14. H. M. Wallach, "Conditional random fields: An introduction," Technical Report MS-CIS-04-21, Department of Computer and Information Science, University of Pennsylvania, 2004.
15. C. Sutton and A. McCallum, "An Introduction to Conditional Random Fields for Relational Learning," Introduction to Statistical Relational Learning, MIT Press, 2007.
16. X. Ren and J. Malik, "Learning a classification model for segmentation," Proc. 9th Int. Conf. Computer Vision, volume 1, pages 10-17, 2003.
17. http: //vision.caltech.edu/malaa/research/lane-detection