CBIR using Perception based Texture and Colour Measures

I
ICPR
2004
17th International Conference on Pattern Recognition (ICPR'04) - Volume 2
Abstract - CBIR using Perception based Texture and Colour Measures

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17th International Conference on Pattern Recognition (ICPR'04) - Volume 2

Cambridge UK

August 23-August 26

ISBN: 0-7695-2128-2

	ASCII Text	x
	Sanjoy Kumar Saha, Amit Kumar Das, Bhabatosh Chanda, "CBIR using Perception based Texture and Colour Measures," Pattern Recognition, International Conference on, vol. 2, pp. 985-988, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 2, 2004.

	BibTex	x
	@article{ 10.1109/ICPR.2004.1334424, author = {Sanjoy Kumar Saha and Amit Kumar Das and Bhabatosh Chanda}, title = {CBIR using Perception based Texture and Colour Measures}, journal ={Pattern Recognition, International Conference on}, volume = {2}, year = {2004}, issn = {1051-4651}, pages = {985-988}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1334424}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Pattern Recognition, International Conference on TI - CBIR using Perception based Texture and Colour Measures SN - 1051-4651 SP985 EP988 A1 - Sanjoy Kumar Saha, A1 - Amit Kumar Das, A1 - Bhabatosh Chanda, PY - 2004 KW - CBIR KW - texture co-occurence matrix KW - Fuzzy index of colour KW - performance measure KW - relevance measure VL - 2 JA - Pattern Recognition, International Conference on ER -

Sanjoy Kumar Saha, Jadavpur Univ., India

Amit Kumar Das, B.E. College, India

Bhabatosh Chanda, ISI, Kolkata, India

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1334424

We have designed and implemented an experimental CBIR system that uses a texture co-occurence matrix. Fuzzy index of major colours are also used as colour feature to improve performance. A new measure is suggested to find out the relevance of the retrieved images and to evaluate the CBIR system. Accordingly, the performance study of the proposed system is carried out and compared with a similar system. The study has established the effectiveness of the features.

Index Terms:

CBIR, texture co-occurence matrix, Fuzzy index of colour, performance measure, relevance measure

Citation:

Sanjoy Kumar Saha, Amit Kumar Das, Bhabatosh Chanda, "CBIR using Perception based Texture and Colour Measures," icpr, vol. 2, pp.985-988, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 2, 2004

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