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Image restoration using a fuzzy-based median filter and modified firefly optimization algorithm

Kumar, Narendra ; Dahiya, Anil Kumar and Kumar, Krishna LU orcid (2020) In International Journal of Advanced Science and Technology 29(4 Special Issue). p.1471-1477
Abstract

This paper presented an object restoration approach in which images are influenced by the salt & pepper noise replaced by a median filter based on fuzzy logic. A Modified Firefly Optimization Algorithm (MFOA) is used to restore the images based on the Richardson-Lucy algorithm. Denoising, as well as restoring the image, is effectively demonstrated. Compared to current denoising filtered, PSO (Particle swarm optimization) and Adaptive PSO methods.

Please use this url to cite or link to this publication:
author
; and
publishing date
type
Contribution to journal
publication status
published
subject
keywords
APSO and Richardson-Lucy algorithm, Image Denoising, Image Restoration, MFOA, PSO
in
International Journal of Advanced Science and Technology
volume
29
issue
4 Special Issue
pages
7 pages
publisher
Science and Engineering Research Support Society
external identifiers
  • scopus:85083115260
ISSN
2005-4238
language
English
LU publication?
no
additional info
Publisher Copyright: © 2020 SERSC.
id
747e1ffc-49c4-438c-a19c-d5856debc967
date added to LUP
2024-04-15 12:51:33
date last changed
2024-04-19 03:09:04
@article{747e1ffc-49c4-438c-a19c-d5856debc967,
  abstract     = {{<p>This paper presented an object restoration approach in which images are influenced by the salt &amp; pepper noise replaced by a median filter based on fuzzy logic. A Modified Firefly Optimization Algorithm (MFOA) is used to restore the images based on the Richardson-Lucy algorithm. Denoising, as well as restoring the image, is effectively demonstrated. Compared to current denoising filtered, PSO (Particle swarm optimization) and Adaptive PSO methods.</p>}},
  author       = {{Kumar, Narendra and Dahiya, Anil Kumar and Kumar, Krishna}},
  issn         = {{2005-4238}},
  keywords     = {{APSO and Richardson-Lucy algorithm; Image Denoising; Image Restoration; MFOA; PSO}},
  language     = {{eng}},
  month        = {{03}},
  number       = {{4 Special Issue}},
  pages        = {{1471--1477}},
  publisher    = {{Science and Engineering Research Support Society}},
  series       = {{International Journal of Advanced Science and Technology}},
  title        = {{Image restoration using a fuzzy-based median filter and modified firefly optimization algorithm}},
  volume       = {{29}},
  year         = {{2020}},
}