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Guided Filter Smoothing for Third Order Edge Mask

by G.J.Joyce Mary, A.rijuvana Begum
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 120 - Number 23
Year of Publication: 2015
Authors: G.J.Joyce Mary, A.rijuvana Begum
10.5120/21403-4424

G.J.Joyce Mary, A.rijuvana Begum . Guided Filter Smoothing for Third Order Edge Mask. International Journal of Computer Applications. 120, 23 ( June 2015), 36-42. DOI=10.5120/21403-4424

@article{ 10.5120/21403-4424,
author = { G.J.Joyce Mary, A.rijuvana Begum },
title = { Guided Filter Smoothing for Third Order Edge Mask },
journal = { International Journal of Computer Applications },
issue_date = { June 2015 },
volume = { 120 },
number = { 23 },
month = { June },
year = { 2015 },
issn = { 0975-8887 },
pages = { 36-42 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume120/number23/21403-4424/ },
doi = { 10.5120/21403-4424 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:07:00.669444+05:30
%A G.J.Joyce Mary
%A A.rijuvana Begum
%T Guided Filter Smoothing for Third Order Edge Mask
%J International Journal of Computer Applications
%@ 0975-8887
%V 120
%N 23
%P 36-42
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Images corrupted by the noise during either transmission or acquisition process. Filtering and or smoothing an important task to reduce the effect of noises that contaminates images. Hence the processed image is useful for further applications. This paper analyses the suitable smoothing filter for the edge mask derived using Third Order Difference Equation (TODE). State of the art edge preserving smoothing filters like non linear bilateral filter and linear guided filter is applied on different sample images after degrading them with Additive White Gaussian Noise(AWGN). Since AWGN is most common type of Gaussian noise useful for testing. Both second and third order edge mask is tested using these approaches. Performance metric such as MSE, PSNR and Entropy were computed. The results prove that the guided filter is best suited for the TODE edge mask.

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Index Terms

Computer Science
Information Sciences

Keywords

Edge detection Third Order Difference Equation (TODE) Edge Mask Smoothing Bilateral filter Guided Filter.

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