Chroma based colour enhancement for improved colour segmentation

Feng Su, Gu Fang

Research output: Chapter in Book / Conference PaperConference Paperpeer-review

2 Citations (Scopus)

Abstract

![CDATA[There are many applications rely on the use of colour segmentation in image processing. The major challenge with colour segmentation is that there is no unique solution as each person perceives and segments the colours in images differently. The segmentation results are also heavily influenced by environment factors such as lighting conditions and noise levels. In addition, existing methods tend to focus on the segmentation stage alone and employ little to none for pre-processing. Thus it can be a challenge task to develop an efficient colour segmentation method. In this paper, a novel colour enhancement method is introduced to boost the colour saliency of the critical regions and to improve the consistency of segmentation results by maximizing chroma while preserving hue. Tests in various common colour models using Euclidean distance segmentation method have shown that images pre-processed with the novel colour enhancement method produced much more accurate and reliable colour segmentation results than images without the enhancement or enhancement using existing methods.]]
Original languageEnglish
Title of host publicationProceedings of the 9th International Conference on Sensing Technology (ICST), 8-11 December 2015, Auckland, New Zealand
PublisherIEEE
Pages162-167
Number of pages6
ISBN (Print)9781479963140
DOIs
Publication statusPublished - 2015
EventInternational Conference on Sensing Technology -
Duration: 8 Dec 2015 → …

Publication series

Name
ISSN (Print)2156-8073

Conference

ConferenceInternational Conference on Sensing Technology
Period8/12/15 → …

Keywords

  • color
  • image processing

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