Image restoration using a fuzzy-based median filter and modified firefly optimization algorithm
(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:
https://lup.lub.lu.se/record/747e1ffc-49c4-438c-a19c-d5856debc967
- author
- Kumar, Narendra
; Dahiya, Anil Kumar
and Kumar, Krishna
LU
- publishing date
- 2020-03-19
- 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 & 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}}, }