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Using perceptual color contrast for color image processing

  • Brigham Young University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Many grayscale image processing techniques such as edge and feature detection, template matching, require the computations of image gradients and intensity difference. These computations in grayscale are very much like measuring color difference between two colors. The goal of this work is to determine an efficient method to represent color difference so that many existing grayscale image processing techniques that require the computations of intensity difference and image gradients can be adapted for color without significantly increasing the amount of data to process and without significantly altering the grayscale-based algorithms. In this paper, several perceptual color contrast measurement formulas are evaluated to determine the most applicable metric for color difference representation. Well-known edge and feature detection algorithms using color contrast are implemented to prove its feasibility.

Original languageEnglish
Title of host publicationAdvances in Visual Computing - 6th International Symposium, ISVC 2010, Proceedings
EditorsGeorge Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Ronald Chung, Riad Hammound, Muhammad Hussain, Tan Kar-Han, Roger Crawfis, Daniel Thalmann, David Kao, Lisa Avila
PublisherSpringer Verlag
Pages407-416
Number of pages10
ISBN (Print)9783642172762
DOIs
Publication statusPublished - 2010
Event6th International Symposium on Visual Computing, ISVC 2010 - Las Vegas, United States
Duration: 29 Nov 2010 → 1 Dec 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6455 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference6th International Symposium on Visual Computing, ISVC 2010
Country/TerritoryUnited States
CityLas Vegas
Period29/11/10 → 1/12/10

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