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A new reference-free image quality index for blur estimation in the frequency domain

  • Université Paris 13
  • King Fahd University of Petroleum and Minerals

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

42 Scopus citations

Abstract

A new reference-free image quality index based on spectral analysis is proposed. The main idea is based on exploiting the limitations of the Human Visual System (HVS) in blur detection,. The proposed method consists of adding blur to the test image and measuring its impact. The impact is measured using radial analysis in the frequency domain. The efficiency of the proposed method is tested objectively by comparing it to some well known algorithms and in terms of correlation with subjective scores.

Original languageEnglish
Title of host publicationIEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2009
Pages155-159
Number of pages5
DOIs
StatePublished - 2009
Externally publishedYes
Event9th IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2009 - Ajman, United Arab Emirates
Duration: 14 Dec 200916 Dec 2009

Publication series

NameIEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2009

Conference

Conference9th IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2009
Country/TerritoryUnited Arab Emirates
CityAjman
Period14/12/0916/12/09

Keywords

  • Blur estimation
  • Fourier analysis
  • Subjective tests

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