A robust road sign recognition using segmentation with morphology and relative color

Kyokai Joho Imeji Zasshi/Journal of the Institute of Image Information and Television Engineers

Volumn 59, Issue 9, 2005, Pages 1333-1342

  Zin, Thi Thi ^a,b   Hama, Hiromitsu ^a,b,c,d,e,f  

^a Osaka Prefecture University   (Japan)

^b IEICE   (Japan)

^c IEEE

^d IEEE ^*

^e IIITE   (Japan)

^f IPSJ   (Japan)

Author keywords

Morphology; Relative color; Road signs; Robust recognition; Segmentation; Template matching

Indexed keywords

FOG; IMAGE SEGMENTATION; MORPHOLOGY;

RELATIVE COLOR; ROAD SIGNS; ROBUST RECOGNITION; TEMPLATE MATCHING;

OBJECT RECOGNITION;

EID: 27644574250     PISSN: 13426907     EISSN: None     Source Type: Journal    
DOI: 10.3169/itej.59.1333     Document Type: Article

References (25)

1. A. de la Escalera, J.M. Armingol, M. Mata: "Traffic Sign Recognition and Analysis for Intelligent Vehicles", Image & Vision Computing, 21, 3, pp.247-258 (Mar. 2003)
2. J-Hun Lee, K-Hyun Jo: "Traffic Sign Recognition by Division of Characters and Symbols Regions", in Proc. of the 7th Korea-Russian Int. Symposium, KORUS (2003)
3. J. Miura, T. Kanda, S. Nakatani, Y. Shirai: "An Active Vision System for On-Line Traffic Sign Recognition", IEICE Trans. Info. & Syst., E85-D, 11, pp.1784-1792 (Nov. 2002)
4. A. de la Escalera, J.M. Armingol, J.M. Pastor, F.J. Rodriguez: "Visual Sign Information Extraction and Identification by Deformable Models for Intelligent Vehicles", IEEE.Trans. Intelligent Transportation Systems, 5, 2, pp.57-68 (Jun. 2004)
5. L. Paletta: "Detection of Traffic Signs Using Posterior Classifier Combination", in Proc. of 16th Int. Conference on Pattern Recognition, 2, pp.705-708 (2002)
6. E. Perez, B. Javidi: "Nonlinear Distortion-tolerant Filters for Detection of Road Signs in Background Noise", IEEE Trans. Vehicular Tech., 51, 3, pp.567-576 (May 2002)
7. M.V. Shirvaikar: "Automatic Detection and Interpretation of Road Signs", in Proc of the 36th Southeastern Symposium on Syst. Theory, pp. 413-416 (Mar. 2004)
8. Y.B. Lauziere, D. Gingras, F.P. Ferrie: "A Model-based Road Sign Identification System", in Proc. of the IEEE Comput. Society Conference on Comput. Vision & Pattern Recognition, 1, pp.1163-1170 (2001)
9. Jiang Gangyi, Zheng Yi, Choi Tae Young: "Morphological Skeleton Analysis of Traffic Signs on Road", IEEE Int. Conference on Syst., Man & Cybern., Beijing, China, 1, pp.70-75 (Oct. 1996)
10. A.L. Yuille, D. Snow, M. Nitzberg: "Signfinder: using color to detect, localize and identify informational signs", 6th Int. IEEE Conference on Comput. Vision (Jan. 1998)
11. L. Priese, V. Rehrmann, R. Schian and R. Lakmann: "Traffic Sign Recognition based on Color Image Recognition", in Proc. IEEE Symp. on Intelligent Vehicles, pp.95-100 (1993)
12. W.G. Shadeed, D.I. Abu-Al-Nadi, M-J. Mismar: '"Road traffic Sign Detection in Color Images", in Proc. of the 10th IEEE Int. Conference on Electronic, Circuits & Syst., 2, pp.890-893 (Dec. 2003)
13. G.Piccioli, E.De Micheli, P. Parodi and M.Campani: "Robust method for road sign detection and recognition", Image & Vision Computing, 14, 3, pp.209-223 (April 1906)
14. U.Franke, D. Gavrila, S. Gorzig, F. Lindner, F. Paetzold, and C. Wohler: "Autonomous driving goes downtown", IEEE Intelligent Syst. & Their Applications, 13, 6, pp.40-48 (1998)
15. A. de la Escalera, L. Moreno, M. A. Salichs, J.M. Armingol: "Road Traffic Sign Detection and Classification", IEEE Trans. on Industrial Electronics, 44, 6, pp.848-859 (1997)
16. S.-H.Hsu, C.-L.Huang: "Road Sign Detection and Recognition using Matching Pursuit Method", Image & Vision Computing, 19, 3, pp.119-129 (Feb. 2001)
17. Paclik P., Novovicova J.: "Road Sign Classification without Color information", in Proc. of 6th conference of Advanced School of Imaging & Computing ASCI, Lommel, Belgium (2000)
18. D.M.Gavrila: "Multi-feature Hierarchical Template Matching Using Distance Transforms", in Proc. IEEE Int. Conference on Pattern Recognition, Brisbane, Auatralia (1998)
19. Lukas Sekanina, Jim Torresen: "Detection of Norwegian Speed Limit Signs", In proc. of 16th European Simulation Multi-conference (ESM-2002), Darmstadt, Germany, pp.337-340 (June 2002)
20. S. Vitabile, G. Pollaccia, G. Pilato, E. Sorbello: "Road Signs Recognition Using a Dynamic pixel aggregation Technique in the HSV Color Space", in Proc. of 11th Int. Conference on Image Analysis & Process., pp.572-577, Palermo, Italy (Sep. 2001)
21. Thi Thi Zin, C. Liao, T. Kaneko, Y. Yanagihara, H. Hama: "Recognition of Road Environment by Using Color Information from Moving Video Images", in Proc. of the 7th Image Media Process. Symposium (IMPS2002), pp. 109-110 (Nov. 2002)
22. Marvin Minsky and Seymour Papert: "Perceptrons", MIT Press (1969)
23. Masamichi Shimura: "Pattern Recognition and Learning Machines", Syokodo Press (1970)
24. Thi Thi Zin, C. Liao, T. Kaneko, H. Hama, Pyke Tin: "Robust Road Sign Recognition by Using Multi-feature Template Matching", in Proc. of 2nd Int. Conference on Comput. Applications, Yangon, Myanmar, pp.474-481 (Jan. 2004)
25. Thi Thi Zin and H.Hama: "Robust Road Sign Recognition Using Standard Deviation", 7th Int. IEEE Conference on Intelligent Transportation Syst. (ITSC2004), Washington, D.C., pp.429-434 (Oct. 2004)