Traffic sign recognition using discriminant analysis based algorithms

14th World Congress on Intelligent Transport Systems, ITS 2007

Volumn 7, Issue , 2007, Pages 5279-5286

  Zhang, Chunyu ^a   Yang, Qi ^a   Zhang, Wenchao ^b   Wang, Meng ^a  

^a MOC   (China)

^b INSTITUTE OF ELECTRONICS   (China)

Author keywords

Bayesian rule; Fisher discriminant analysis; Traffic sign detection

Indexed keywords

FISHER INFORMATION MATRIX; PATTERN RECOGNITION; TRAFFIC SIGNS;

BAYESIAN RULE; CLASS DISTRIBUTIONS; COMPUTATION LOADS; CORRELATION NETWORK; FISHER DISCRIMINANT ANALYSIS; IMAGE MATRIX; NEURAL-NETWORKS; NORMALIZED CROSS-CORRELATION; TRAFFIC SIGN DETECTION; TRAFFIC SIGN RECOGNITION;

DISCRIMINANT ANALYSIS;

EID: 84893610893     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. Bahlmann, C.; Zhu, Y.; Visvanathan Ramesh; Pellkofer, M.; Koehler, T, "A system for traffic sign detection, tracking, and recognition using color, shape, and motion information", Intelligent Vehicles Symposium, 2005. Proceedings. IEEE Volume , Issue , 6-8 June 2005 Page(s): 255-260
2. G. Piccioli, E. D. Micheli, and M. Campani, "A robust method for road sign detection and recognition". In Computer Vision-ECCV, pages 495-500. Springer Verlag, 1994.P.
3. Paclik, J. Novovicova, P. Somol, and P. Pudil. "Road sign classification using Laplace kernel classifier". Pattern Recognition Lett., 21(13-14):1165-1173, 2000.
4. Paclik, J. Novovicova, P. Somol, and P. Pudil. "Building road sign classifiers using a trainable similarity measure", IEEE Trans. Intelligent Transportation Systems, 7: (3) , 309-321, September 2006;
5. C.-Y. Fang, S.-W. Chen, and C.-S. Fuh. "Road-sign detection and tracking". IEEE Trans. Vehicular Technology, 52(5):1329-1341, Sept. 2003.
6. C.-Y. Fang, C.-S. Fuh, P.S. Yen, S.Cherng, and S.-W. Chen, "An automatic road sign recognition based on a computational model of human recognition processing", Computer Vision and Image Understanding, Vol.96, 2004, pp.237-268.
7. N. Barnes and A. Zelinsky. "Real-time radial symmetry for speed sign detection". In IEEE Intelligent Vehicles Symposium (IV), pages 566-571, Parma, Italy, 2004.
8. Miura, J. Kanda, T. Shirai, Y, "An active vision system for real-time traffic sign recognition". In Proc. IEEE Conf. on Intelligent Transportation Systems (ITS), pages 52-57, Dearborn, MI, 2000.
9. A. de la Escalera and L. Moreno. "Road traffic sign detection and classification". IEEE Trans. Indust. Electronics, 44:848-859, 1997.
10. J. Torresen, J. W. Bakke, and L. Sekania. "Efficient recognition of speed limit signs". In Proc. IEEE Conf.on Intelligent Transportation Systems (ITS), Washington, DC, 2004.
11. A. de la Escalera, J. Armingol, and J. Pastor, "Visual sign information extraction and identification by deformable models for intelligent vehicles," IEEE Trans. on Intelligent Transportation Systems, vol. 5, pp. 57-68, 2004.
12. Sérgio R. MADEIRA, Luísa C. BASTOS, António M. SOUSA, João F. SOBRAL and Luís P. SANTOS, "Automatic traffic signs inventory using a mobile mapping system ", In Proc. IEEE Conf. on Intelligent Transportation Systems (ITS) 2005
13. R.A. Fisher, "The Use of Multiple Measurements in taxonomic problem", Annu. Eugenics, 1936, Vol.7, pp.178-188.
14. S. H. Hsu and C. L. Huang, "Road sign interpretation using matching pursuit method," Image Vis. Comput., vol. 9, pp. 119-129, 2001.
15. Mianshu Chen, Hexin Chen, Wei LIu, "A novel method for uncorrelated discriminant analysis vectors", Journal of Computer Scinece, 2004, Vol.27, No.7, pp.913-917
16. J. Yang, D, Zhang, A.F. Frangi, and J.Y. Yang, "Two-Dimensional PCA: A New Approach to Appearance-Based Face Representation and Recognition", IEEE Transaction on pattern analysis and machine intelligence, 2004, Vol.26.
17. Chunyu Zhang, Hexin Chen, Mianshu Chen, Image Matrix Fisher Discriminant Analysis(IMFDA)-2D Matrix Based Face Image Retrieval Algorithm, 6th International Conference on Web Age Information Management, Hangzhou, China, October 2005, pp.894-895