An optimized implementation architecture for the Kuwahara filter

Talla Vamsi, Nimish Kulshrestha, Amit Kumar Mishra

Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

Abstract

This paper proposes an efficient and optimized architecture for the hardware implementation of the Kuwahara filter, which is used for edge-preserving noise removal of images. The algorithmic strength of the Kuwahara algorithm has been greatly reduced by various optimizations in the variance computation. A hybrid serial-parallel architecture is designed which takes advantage of the proposed optimizations. This results in a time and hardware efficient architecture. A comparative study of the proposed and traditional implementation has been done to demonstrate the efficacy of the architecture.

Original languageEnglish
Title of host publicationProceedings - 2013 IEEE International Conference on Industrial Technology, ICIT 2013
PublisherIEEE Press
Pages1075-1079
Number of pages5
ISBN (Electronic)978-1-4673-4569-9
ISBN (Print)978-1-4673-4567-5
DOIs
Publication statusPublished - 25 Feb 2013
Externally publishedYes
Event2013 IEEE International Conference on Industrial Technology, ICIT 2013 - Cape Town, South Africa
Duration: 25 Feb 201328 Feb 2013

Publication series

NameProceedings of the IEEE International Conference on Industrial Technology

Conference

Conference2013 IEEE International Conference on Industrial Technology, ICIT 2013
Country/TerritorySouth Africa
CityCape Town
Period25 Feb 201328 Feb 2013

Keywords

  • Edge detection
  • Kuwahara filter
  • noise removal
  • non-linear filter
  • parallel architecture
  • serial architecture

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