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A Novel Three Stage CBIR using Varying Higher-Order Zernike Moments and its Performance Analysis

by Dipti Jadhav, Mohini Patil, Anagha Patil, Lalita Phalak
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 75 - Number 3
Year of Publication: 2013
Authors: Dipti Jadhav, Mohini Patil, Anagha Patil, Lalita Phalak
10.5120/13093-0374

Dipti Jadhav, Mohini Patil, Anagha Patil, Lalita Phalak . A Novel Three Stage CBIR using Varying Higher-Order Zernike Moments and its Performance Analysis. International Journal of Computer Applications. 75, 3 ( August 2013), 33-38. DOI=10.5120/13093-0374

@article{ 10.5120/13093-0374,
author = { Dipti Jadhav, Mohini Patil, Anagha Patil, Lalita Phalak },
title = { A Novel Three Stage CBIR using Varying Higher-Order Zernike Moments and its Performance Analysis },
journal = { International Journal of Computer Applications },
issue_date = { August 2013 },
volume = { 75 },
number = { 3 },
month = { August },
year = { 2013 },
issn = { 0975-8887 },
pages = { 33-38 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume75/number3/13093-0374/ },
doi = { 10.5120/13093-0374 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:43:18.692044+05:30
%A Dipti Jadhav
%A Mohini Patil
%A Anagha Patil
%A Lalita Phalak
%T A Novel Three Stage CBIR using Varying Higher-Order Zernike Moments and its Performance Analysis
%J International Journal of Computer Applications
%@ 0975-8887
%V 75
%N 3
%P 33-38
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper features the novel three stage CBIR system using different orders of Zernike moments. In the first stage, segmentation is done using various image processing techniques. In the second stage, two sets of features each containing 32 Zernike moments and one more set containing 62 Zernike moments with different orders are extracted from the images. This paper also presents an experimental analysis of using different orders of Zernike moments. In the final stage, the experimental results show that the Zernike moments of order 3-10 shows the better results.

References
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Index Terms

Computer Science
Information Sciences

Keywords

CBIR Zernike moments moments order analysis precision recall

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