Performance analysis of spatial and frequency domain filtering in high resolution images

Tunç Aşuroğlu, Emre Sümer

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Abstract

High resolution imagery have become more popular day by day in many areas such as satellite imagery, aerial photography and in electron microscopy scanners. Processing of these images in various applications can be complex and time consuming due to the number of pixels to be processed. In this paper, the runtime performances of filtering methods are evaluated in the spatial and frequency domain. Detailed performance analysis are carried out with experimental results. An aerial photo was used as the high resolution data in the present study. Experimental results show that spatial domain filtering takes less time than frequency domain filtering for high resolution images.
Original languageEnglish
Title of host publication2015 23nd Signal Processing and Communications Applications Conference (SIU)
PublisherWiley-IEEE Press
Pages935-938
Number of pages4
ISBN (Print)978-1-4673-7386-9
DOIs
Publication statusPublished - 19 May 2015
MoE publication typeA4 Article in a conference publication
Event2015 23nd Signal Processing and Communications Applications Conference (SIU) - Malatya, Turkey
Duration: 16 May 201519 May 2015

Conference

Conference2015 23nd Signal Processing and Communications Applications Conference (SIU)
Period16/05/1519/05/15

Keywords

  • Filtering
  • Spatial resolution
  • Frequency-domain analysis
  • MATLAB
  • Performance analysis
  • Remote sensing

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