Colour Image Texture Analysis: Dependence on Colour Spaces

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http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1044842

16th International Conference on Patt ...

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	Maneesha Singh, Markos Markou, Sameer Singh, "Colour Image Texture Analysis: Dependence on Colour Spaces," Pattern Recognition, International Conference on, vol. 1, pp. 10672, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 1, 2002.

	BibTex	x
	@article{ 10.1109/ICPR.2002.1044842, author = {Maneesha Singh and Markos Markou and Sameer Singh}, title = {Colour Image Texture Analysis: Dependence on Colour Spaces}, journal ={Pattern Recognition, International Conference on}, volume = {1}, year = {2002}, issn = {1051-4651}, pages = {10672}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1044842}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Pattern Recognition, International Conference on TI - Colour Image Texture Analysis: Dependence on Colour Spaces SN - 1051-4651 SP EP A1 - Maneesha Singh, A1 - Markos Markou, A1 - Sameer Singh, PY - 2002 KW - null VL - 1 JA - Pattern Recognition, International Conference on ER -

Maneesha Singh, University of Exeter

Markos Markou, University of Exeter

Sameer Singh, University of Exeter

In this paper we investigate the role of colour spaces on texture analysis. We extract a range of correlogram and colour moment features for the VisTex colour texture benchmark in different colour spaces and find the average probabilistic distance of separation across different objects for different features and suggest the colour spaces that are best suited for the classification process. We also show the results of kNN classification for different features and their combined set.

Citation:

Maneesha Singh, Markos Markou, Sameer Singh, "Colour Image Texture Analysis: Dependence on Colour Spaces," icpr, vol. 1, pp.10672, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 1, 2002

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