Toward a natural local color image enhancement

Jean-Michel MOREL, Ana Belén PETRO, Catalina SBERT

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)Researchpeer-review

Abstract

There is no unique contrast enhancement method, but the existing methods seem to cover all needs for local or global enhancement. Nevertheless, experimental evidence shows that the two main algorithmic classes (histogram based and high pass filter based) have their own characteristic artifacts. This work intends to show that new and simple alternative algorithms in these classes are possible. The two proposed algorithms introduce bounds on the amount of contrast change, permitting to always deliver natural looking enhanced images. Comparison with six state-of the-art methods illustrate the competitiveness of a fast nonlinear local contrast enhancement method by partial differential equation, and of a very simple histogram modification method.
Original languageEnglish
Title of host publication6th European Conference on Colour in Graphics, Imaging, and Vision, CGIV 2012, Final Program and Proceedings
PublisherSociety for Imaging Science and Technology
Pages211-216
Number of pages6
ISBN (Print)9780892082995
DOIs
Publication statusPublished - May 2012
Externally publishedYes
Event6th European Conference on Colour in Graphics, Imaging, and Vision, CGIV 2012 - University of Amsterdam, Amsterdam, Netherlands
Duration: 6 May 20129 May 2012

Conference

Conference6th European Conference on Colour in Graphics, Imaging, and Vision, CGIV 2012
Country/TerritoryNetherlands
CityAmsterdam
Period6/05/129/05/12

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