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Content based Image Retrieval using Combination between Moment and DCT Methods

by Salah Sleibi Al-rawi, Ahmed Tariq Sadiq, Ahmed Fawzi Shafeeq
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 83 - Number 17
Year of Publication: 2013
Authors: Salah Sleibi Al-rawi, Ahmed Tariq Sadiq, Ahmed Fawzi Shafeeq
10.5120/14672-2683

Salah Sleibi Al-rawi, Ahmed Tariq Sadiq, Ahmed Fawzi Shafeeq . Content based Image Retrieval using Combination between Moment and DCT Methods. International Journal of Computer Applications. 83, 17 ( December 2013), 38-42. DOI=10.5120/14672-2683

@article{ 10.5120/14672-2683,
author = { Salah Sleibi Al-rawi, Ahmed Tariq Sadiq, Ahmed Fawzi Shafeeq },
title = { Content based Image Retrieval using Combination between Moment and DCT Methods },
journal = { International Journal of Computer Applications },
issue_date = { December 2013 },
volume = { 83 },
number = { 17 },
month = { December },
year = { 2013 },
issn = { 0975-8887 },
pages = { 38-42 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume83/number17/14672-2683/ },
doi = { 10.5120/14672-2683 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:59:41.348034+05:30
%A Salah Sleibi Al-rawi
%A Ahmed Tariq Sadiq
%A Ahmed Fawzi Shafeeq
%T Content based Image Retrieval using Combination between Moment and DCT Methods
%J International Journal of Computer Applications
%@ 0975-8887
%V 83
%N 17
%P 38-42
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper a content based image retrieval CBIR is introduced, a color is one of the important features in image processing and CBIR so the Discrete Cosine Transform (DCT) and Color Moment(CM) used to extract features of a query image to compare with image feature in database, the two methods DCT and Color Moment have best result when apply the program by using WANG database images and test 100 image from the database 10 image from each class, the average retrieval of precision of combination DCT and moment with constant weights was 89. 3% and the best results were obtained from making the weights variable was 90. 7%. and the best results were obtained from dinosaurs , elephants, flowers classes.

References
  1. Neetu Sharma. , Paresh Rawat and jaikaran Singh," Efficient CBIR Using Color Histogram Processing", Signal & Image Processing , An International Journal(SIPIJ) Vol. 2, No. 1, March, 2011.
  2. Mann-Jung Hsiao , Yo-Ping Huang , Tienwei Tsai and Te-Wei Chiang , " An Efficient and Flexible Matching Strategy for Content-based Image Retrieval ", Life Science Journal, Vol 7, No 1, 2010.
  3. T. V. Saikrishna1, Dr. A. Yesubabu ,. A. Anandarao and T. Sudha ,"A Novel Image Retrieval Method Using Segmentation and Color Moments ", Advanced Computing: An International Journal ( ACIJ ), Vol. 3, No. 1, January, 2012.
  4. P. A. Hemalatha, K. S. Ravichandran and B. santhi," Query By Image Content using DiscreteCosine Transform",International Journal of Engineering and Technology (IJET),Vol 5 No 2, Apr-May 2013.
  5. Wei , Li, C. and Wilson , "A Content-Based Approach to Medical Image Database Retrieval", Idea Group Inc , 2006.
  6. Vibha Bhandari1 and Sandeep ," CBIR Using DCT for Feature Vector Generation", International Journal of Application or Innovation in Engineering & Management (IJAIE) , Volume 1, Issue 2, October 2012.
  7. IRINA BOCHAROVA," Compression for Multimedia", AMBRIDGE UNIVERSITY PRESS, 2010.
  8. Krishnapuram, R. , Medasani, S. , Jung, S. , Choi, Y. and Balasubramaniam, R. , "Content-Based Image Retrieval Based on a Fuzzy Approach", IEEE Transactions on Knowledge and Data Engineering, Vol. 16, No. 10, Pp. 1185-1199, 2004.
  9. Eakins and Graham , "Content-Based Image Retrieval" , A Report to the JISC Technology Applications Programmer, Institute for Image Data Research, University of Northumbria, Newcastle, 1999.
Index Terms

Computer Science
Information Sciences

Keywords

CBIR DCT Color Moment Image Retrieval.

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