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Geometric Modeling and Imaging--New Trends (GMAI'06)
Clustering Approach to Content Based Image Retrieval
London, England
July 05-July 06
ISBN: 0-7695-2604-7
ASCII Text
x 
 
P J Dutta, D K Bhattacharyya, J K Kalita, M Dutta, "Clustering Approach to Content Based Image Retrieval," Geometric Modeling and Imaging--New Trends, pp. 183-188, Geometric Modeling and Imaging--New Trends (GMAI'06), 2006.
 
 
BibTex
x
 
@article{ 10.1109/GMAI.2006.12,
author = {P J Dutta and D K Bhattacharyya and J K Kalita and M Dutta},
title = {Clustering Approach to Content Based Image Retrieval},
journal ={Geometric Modeling and Imaging--New Trends},
volume = {0},
year = {2006},
isbn = {0-7695-2604-7},
pages = {183-188},
doi = {http://doi.ieeecomputersociety.org/10.1109/GMAI.2006.12},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Geometric Modeling and Imaging--New Trends
TI - Clustering Approach to Content Based Image Retrieval
SN - 0-7695-2604-7
SP183
EP188
A1 - P J Dutta,
A1 - D K Bhattacharyya,
A1 - J K Kalita,
A1 - M Dutta,
PY - 2006
KW - null
VL - 0
JA - Geometric Modeling and Imaging--New Trends
ER -
 
P J Dutta, Tezpur University, India
D K Bhattacharyya, Tezpur University, India
J K Kalita, University of Colorado, USA
M Dutta, Tezpur University, India
This paper presents an efficient spatial indexing technique based on Silhouette moments that makes the index robust subject to the three basic transformations for CBIR. Spatial index is generated based upon a fast and robust clustering technique, which can recognize color clusters of any shape. The new clustering technique has been found to be efficient in terms of time complexity and cluster quality than many of its counterparts. A matching engine has been devised to retrieve images from the image database, which has the capacity for global and regional similarity search.
Citation:
P J Dutta, D K Bhattacharyya, J K Kalita, M Dutta, "Clustering Approach to Content Based Image Retrieval," gmai, pp.183-188, Geometric Modeling and Imaging--New Trends (GMAI'06), 2006
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