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Further applications of the DSCSI metric for evaluating color quantization

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

4 Citations (Scopus)

Abstract

Color image quantization is an often used in such tasks as image compression and image segmentation. In the paper, we continue to consider the usefulness of the new DSCSI metric for evaluating quantized images. Our use of the DSCSI metric confirmed that the color quantization in the CIELAB color space is better than in the basic RGB color space. On several examples we found very good DSCSI suitability in the case of quantization with dithering. During the tests of different dithering algorithms the best results, in terms of DSCSI metric, reached the classical Floyd-Steinberg algorithm at error propagation level of 75-85%.

Original languageEnglish
Title of host publicationNinth International Conference on Machine Vision, ICMV 2016
EditorsDmitry P. Nikolaev, Antanas Verikas, Jianhong Zhou, Petia Radeva, Wei Zhang
PublisherSPIE
ISBN (Electronic)9781510611313
DOIs
Publication statusPublished - 2017
Event9th International Conference on Machine Vision, ICMV 2016 - Nice, France
Duration: 18 Nov 201620 Nov 2016

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume10341
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference9th International Conference on Machine Vision, ICMV 2016
Country/TerritoryFrance
CityNice
Period18/11/1620/11/16

Keywords

  • DSCSI metric
  • color quantization
  • dithering
  • error-di usion
  • image quality metric

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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