Color Image Segmentation by Supervised Pixel Classification in a Color Texture Feature Space: Application to Soccer Image Segmentation

I
ICPR
2000
15th International Conference on Pattern Recognition (ICPR'00) - Volume 3
Abstract - Color Image Segmentation by Supervised Pixel Classification in a Color Texture Feature Space: Application to Soccer Image Segmentation

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15th International Conference on Pattern Recognition (ICPR'00) - Volume 3

Barcelona, Spain

September 03-September 08

ISBN: 0-7695-0750-6

	ASCII Text	x
	Nicolas Vandenbroucke, Ludovic Macaire, Jack-Gérard Postaire, "Color Image Segmentation by Supervised Pixel Classification in a Color Texture Feature Space: Application to Soccer Image Segmentation," Pattern Recognition, International Conference on, vol. 3, pp. 3625, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 3, 2000.

	BibTex	x
	@article{ 10.1109/ICPR.2000.903622, author = {Nicolas Vandenbroucke and Ludovic Macaire and Jack-Gérard Postaire}, title = {Color Image Segmentation by Supervised Pixel Classification in a Color Texture Feature Space: Application to Soccer Image Segmentation}, journal ={Pattern Recognition, International Conference on}, volume = {3}, year = {2000}, isbn = {0-7695-0750-6}, pages = {3625}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.903622}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Pattern Recognition, International Conference on TI - Color Image Segmentation by Supervised Pixel Classification in a Color Texture Feature Space: Application to Soccer Image Segmentation SN - 0-7695-0750-6 SP EP A1 - Nicolas Vandenbroucke, A1 - Ludovic Macaire, A1 - Jack-Gérard Postaire, PY - 2000 VL - 3 JA - Pattern Recognition, International Conference on ER -

Nicolas Vandenbroucke, Universit? des Sciences et Technologies de Lille

Ludovic Macaire, Universit? des Sciences et Technologies de Lille

Jack-Gérard Postaire, Universit? des Sciences et Technologies de Lille

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.903622

In this paper, we describe a new approach to color image segmentation, which is considered as a supervised pixel classification problem. The pixel classification algorithm analyses the color texture features, that is to say the texture features that are computed by tacking into account the color components of the neighbor pixels. We determine the most discriminating color texture features among a multidimensional set of color texture features by means of an iterative feature selection procedure associated to an information criterion. We successfully apply our new approach to soccer image segmentation.

Citation:

Nicolas Vandenbroucke, Ludovic Macaire, Jack-Gérard Postaire, "Color Image Segmentation by Supervised Pixel Classification in a Color Texture Feature Space: Application to Soccer Image Segmentation," icpr, vol. 3, pp.3625, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 3, 2000

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