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Shadow and highlight invariant colour segmentation algorithm for traffic signs
Dalarna University, School of Technology and Business Studies, Computer Engineering.ORCID iD: 0000-0002-1429-2345
2006 (English)In: 2006 IEEE Conference on cybernetics and intelligent systems, vol.1 and 2, 2006Conference paper, Published paper (Refereed)
Abstract [en]

Shadows and highlights represent a challenge to the computer vision researchers due to a variance in the brightness on the surfaces of the objects under consideration. This paper presents a new colour detection and segmentation algorithm for road signs in which the effect of shadows and highlights are neglected to get better colour segmentation results. Images are taken by a digital camera mounted in a car. The RGB images are converted into HSV colour space and the shadow-highlight invariant method is applied to extract the colours of the road signs under shadow and highlight conditions. The method is tested on hundreds of outdoor images under such light conditions, and it shows high robustness; more than 95% of correct segmentation is achieved.

Place, publisher, year, edition, pages
2006.
Keywords [en]
colour segmentation; colour detection; road signs; outdoor image
National Category
Computer and Information Sciences
Identifiers
URN: urn:nbn:se:du-2102DOI: 10.1109/ICCIS.2006.252225ISI: 000245213800001OAI: oai:dalea.du.se:2102DiVA, id: diva2:521611
Conference
IEEE Conference on Cybernetics and Intelligent Systems , Bangkok, Thailand, 7-9 June, 2006
Available from: 2006-05-10 Created: 2006-05-10 Last updated: 2019-10-17Bibliographically approved

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Fleyeh, Hasan

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CiteExportLink to record
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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • chicago-author-date
  • chicago-note-bibliography
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More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf