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CBIR using Perception based Texture and Colour Measures
Cambridge UK August 23-August 26
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.133442417th International Conference on Patt ...
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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
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@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
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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