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

Narendra Kumar, Anil Kumar Dahiya, Krishna Kumar

Research output: Contribution to journalArticlepeer-review

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.

Original languageEnglish
Pages (from-to)1471-1477
Number of pages7
JournalInternational Journal of Advanced Science and Technology
Volume29
Issue number4 Special Issue
Publication statusPublished - 2020 Mar 19
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2020 SERSC.

Subject classification (UKÄ)

  • Communication Systems

Free keywords

  • APSO and Richardson-Lucy algorithm
  • Image Denoising
  • Image Restoration
  • MFOA
  • PSO

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