Identification of degraded traffic sign symbols by a generative learning method

Proceedings - International Conference on Pattern Recognition

Volumn 1, Issue , 2006, Pages 531-534

  Ishida, Hiroyuki ^a   Takahashi, Tomokazu ^a   Ide, Ichiro ^a   Mekada, Yoshito ^a   Murase, Hiroshi ^a  

^a NAGOYA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CODES (SYMBOLS); IDENTIFICATION (CONTROL SYSTEMS); IMAGE ANALYSIS; TRAFFIC SIGNALS;

GENERATIVE LEARNING METHOD; TRAFFIC SIGN SYMBOLS; TRAINING DATA;

LEARNING SYSTEMS;

EID: 34047239541     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.674     Document Type: Conference Paper

References (13)

1. A. Escalera and M. Salichs, Road traffic sign detection and classification. IEEE Trans. Industorial Electronics, vol.44, no.848-859, December 1997.
2. D. Gavrila, Multi-feature hierarchical template matching using distance transforms. Proc. IEEE 14th In ternational Conference on Pattern Recognition, vol.1, no.439-444, August 1998.
3. J. Miura, T. Kanda, and Y. Shirai, An active vision system for real-time traffic sign recognition. Proc. IEEE Intelligent Transportation Systems, no.52-57, June 2000.
4. G. Mo and Y. Aoki, A recognition method for traffic sign in color image (In Japanese). IEICE Trans. Vol.J87-D-II, no.12, pp.2124-2135, December 2004.
5. S. Lafuente-Arroyo, P. Gil-Jimenez, R. Maldonado-Bascon, and F. Lopez-Ferreras, Traffic sign shape classification evaluation I: SVM using Distance to Borders. Proc. IEEE Intelligent Vehicles Symposium, pp.557-562, June 2005.
6. C. Bahlmann, Y. Zhu, V. Ramesh, M. Pellkofer, and T. Koehler, A system for traffic sign recognition, tracking, and Recognition using color, shape, and motion information. Proc.IEEE Intelligent Vehicles Symposium : 255-260, June 2005.
7. P. Gil-Jimenez, S. Lafuente-Arroyo, H. Gomez-Moreno, F. Lopez-Ferreras, and S. Maldonado-Bascon, Traffic sign shape classification evaluation II: FFT applied to the signature of blobs. Proc. IEEE Intelligent Vehicles Symposium, pp.607-612, June 2005.
8. L. Daris, Handbook of genetic algorithms, Van Nostrand Reinhold, New York, 1991.
9. E. Oja, Subspace methods of pattern recognition, Research studies, Hertfordshire, UK, 1983.
10. J. von Neumann, Various techniques used in connection with random digits, National Bureau of Standards Series, no.12, pp.36-38, 1951.
11. G. Golub and C. Loan, Matrix computations, 2nd ed., Cambridge Univ. Press, Cambrigde, MA, 1992.
12. S. Yanadume, Y. Mekada, I. Ide, and H. Murase, Recognition of Very Low-resolution Characters from Motion Images. Proc. PCM2004, Lecture Notes in Computer Science, Springer-Verlag, 3331, pp.247-254, December 2004.
13. A. Smith, Color Gamut transform pairs, Computer Graphics, vol.12, no.3, pp.12-19, August 1978.