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An overview of image fusion metrics

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

Abstract

Performance evaluation method that can compare and analyze different fusion techniques is an essential part in the development of image fusion techniques. This paper mainly discusses the applications and restrictions of performance evaluation metrics such as statistics feature related, information theory related, correlation information entropy, information deviation and etc. Accurate and effective assessment of the performances of image fusion techniques may instruct the development of the fusion methods, and increase the efficiency of image fusion system realization.

Original languageEnglish
Title of host publication2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009
Pages924-927
Number of pages4
DOIs
StatePublished - 2009
Event2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009 - Singapore, Singapore
Duration: 5 May 20097 May 2009

Publication series

Name2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009

Conference

Conference2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009
Country/TerritorySingapore
CitySingapore
Period5/05/097/05/09

Keywords

  • Image fusion
  • Information entropy
  • Mutual information
  • Nonlinear correlation
  • Performance evaluation

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