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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/7194
Title: Content-based image retrieval using colour feature and colour bit planes
Authors: Gonde A.B.
Maheshwari R.P.
Balasubramanian R.
Published in: International Journal of Signal and Imaging Systems Engineering
Abstract: In this paper; we proposed a novel fusion approach using global and local features. Colour Histogram (CH) is used as global feature and Block Bit Plane (BBP) as a local feature. For similarity measurement, distance d1 is used for CH features and BBPs are compared bit by bit using Hamming distance. Finally the overall similarity is computed as a weighted combination of global and local features. Particle swarm optimisation is used for optimisation of these weights. The proposed method is tested on 1000 and 3000 image database demonstrated significant improvement in precision and average recall rate compared to the current state of art methods. Copyright © 2010 Inderscience Enterprises Ltd.
Citation: International Journal of Signal and Imaging Systems Engineering (2010), 3(2): 105-115
URI: https://doi.org/10.1504/IJSISE.2010.034999
http://repository.iitr.ac.in/handle/123456789/7194
Issue Date: 2010
Publisher: Inderscience Publishers
Keywords: BBP
Block bit plane
CH
Colour histogram
Gaussian normalisation
Image retrieval
Particle swarm optimisation
PSO
ISSN: 17480698
Author Scopus IDs: 26639267400
8941720600
7103127999
Author Affiliations: Gonde, A.B., Indian Institute of Technology Roorkee, Roorkee 247667, Uttarakhand, India
Maheshwari, R.P., Department of Electrical Engineering, Indian Institute of Technology Roorkee, Roorkee 247 667, Uttarakhand, India
Balasubramanian, R., Department of Mathematics Indian Institute of Technology Roorkee, Roorkee 247667, Uttarakhand, India
Corresponding Author: Maheshwari, R. P.; Department of Electrical Engineering, Indian Institute of Technology Roorkee, Roorkee 247 667, Uttarakhand, India; email: rpmaheshwari@gmail.com
Appears in Collections:Journal Publications [EE]

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