In: Paparoditis N., Pierrot-Deseilligny M.. Mallet C.. Tournaire O. (Eds). IAPRS. Vol. XXXVIII. Part ЗА - Saint-Mandé, France. September 1-3. 2010
REFERENCES
Arlicot, A.. Soheilian, B. and Paparoditis, N., 2009. Circular road
sign extraction from street level images using colour, shape and
texture database maps. In: CMRT09. pp. 205-210.
Bäck, T„ 1996. Evolutionär)' algorithms in theory and prac
tice: evolution strategies, evolutionary programming, genetic al
gorithms. Oxford University Press, USA.
Barnes. N.. Zelinsky, A. and Fletcher, L.. 2008. Real-time speed
sign detection using the radial symmetry' detector. ITS 9(2).
pp. 322-332.
Belaroussi. R. and Tarel. J.-P., 2009. Angle vertex and
bisector geometric model for triangular road sign detection.
In: Proceedings of IEEE Workshop on Applications of Com
puter Vision (WACV09), Snowbird. Utah, USA, pp. 577-583.
http://perso.lcpc.fr/tarel.jean-philippe/publis/wacv09.html.
Besl, P. and McKay, H., 1992. A method for registration of 3-
d shapes. IEEE Transactions on pattern analysis and machine
intelligence 14(2), pp. 239-256.
Borgefors, G., 1986. Distance transformations in digital im
ages. Computer Vision, Graphics, and Image Processing 34(3).
pp. 344-371.
De La Escalera, A., Armingol, J., Pastor, J. and Rodriguez, F.,
2004. Visual sign information extraction and identification by
deformable models for intelligent vehicles. IEEE transactions on
intelligent transportation systems 5(2). pp. 57-68.
Deneche. A., Meshoul, S. and Batouche, M., 2005. Une approche
hybride pour la reconnaissance de formes en utilisant un système
immunitaire artificiel. Proc, graphie computer science. Biskra.
Algeria.
Druon, S.. Crosnier, A. and Aldon, M.-J., 2006. Recalage de
masses de données 3d/couleur non structurées. In: Compression
et Representation des Signaux Audiovisuels.
Felzenszwalb, P. and Huttenlocher, D.. 2004. Distance transforms
of sampled functions. Faculty of Computing and Information Sci
ence. Cornell University.
Fitzgibbon, A.. 2003. Robust registration of 2d and 3d point sets.
Image and Vision Computing 2f( 13-14). pp. 1145-1153.
Foucher, R, Charbonnier, P. and Kebbous. H., 2009. Evaluation
of a road sign pre-detection system by image analysis. In: VISS-
APP (2). pp. 362-367.
Hu. Z.. Tang. M. and Tsui. H.. 1998. Direct triangle extraction
by a randomized hough technique. In: Pattem Recognition, 1998.
Proceedings. Fourteenth International Conference on, Vol. 1.
Jolly, M., Lakshmanan, S. and Jain, A., 1996. Vehicle seg
mentation and classification using deformable templates. IEEE
Transactions on Pattern Analysis and Machine Intelligence 18(3),
pp. 293-308.
Mignotte. M.. Collet, C., Prez, P. and Bouthemy, R, 2000. Hybrid
genetic optimization and statistical model-based approach for the
classification of shadow shapes in sonar imagery. IEEE Trans, on
Pattern Analysis and Machine Intelligence 22(2), pp. 129-141.
Pedersen, S., 2007. Circular hough transform. Technical report,
Aalborg University. Vision. Graphics and Interactive Systems.
Siarry, P, 2007. Optimisation en traitement du signal et de
l'image. Traitement du signal et des images, Hermes. Traité IC2,
chapter 10, pp. 271-294.
Figure 9: Road sign recognition using BC-invariant template
matching after fine-detection algorithm.
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