Skip navigation
Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/7541
Title: Modified color motif co-occurrence matrix for image indexing and retrieval
Authors: Subrahmanyam M.
Jonathan Wu Q.M.
Maheshwari R.P.
Balasubramanian R.
Published in: Computers and Electrical Engineering
Abstract: In this paper, the modified color motif co-occurrence matrix (MCMCM) is presented for content-based image retrieval. The proposed method collects the inter-correlation between the red, green, and blue color planes which is absent in color motif co-occurrence matrix. The proposed method integrates the MCMCM and difference between the pixels of a scan pattern (DBPSP) features with equal weights in contrast to the system which integrates motif co-occurrence matrix, DBPSP, and color histogram with k-mean features with optimized weights. The retrieval results of the proposed method are tested on different image databases i.e. MIT VisTex (DB1) and Corel-1000 (DB2). The results after being investigated show a significant improvement in terms of average retrieval rate and average retrieval precision on DB1 database and average precision, average recall and average retrieval rate on DB2 database as compared to the state-of-art techniques on respective databases. © 2012 Elsevier Ltd. All rights reserved.
Citation: Computers and Electrical Engineering (2013), 39(3): 762-774
URI: https://doi.org/10.1016/j.compeleceng.2012.11.023
http://repository.iitr.ac.in/handle/123456789/7541
Issue Date: 2013
ISSN: 457906
Author Scopus IDs: 37062150200
55613291700
8941720600
7103127999
Author Affiliations: Subrahmanyam, M., Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada
Jonathan Wu, Q.M., Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada
Maheshwari, R.P., Department of Electrical Engineering, Indian Institute of Technology Roorkee, Roorkee, India
Balasubramanian, R., Department of Mathematics, Indian Institute of Technology Roorkee, Roorkee, India
Corresponding Author: Subrahmanyam, M.; Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada; email: subbumurala@gmail.com
Appears in Collections:Journal Publications [EE]

Files in This Item:
There are no files associated with this item.
Show full item record


Items in Repository are protected by copyright, with all rights reserved, unless otherwise indicated.