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Communication Dans Un Congrès Année : 2010

Design of a Customized Pattern for Improving Color Constancy Across Camera and Illumination Changes

Résumé

This paper adresses the problem of color constancy on a large image database acquired with varying digital cameras and lighting conditions. Automatic white balance control proposed by an available commercial camera is not sufficient to provide reproducible color classification. A device-independent color representation may be obtained by applying a chromatic adaptation transform, from a calibrated color checker pattern included in the field of view. Instead of using the standard Macbeth color checker, we suggest to select judicious colors to design a customized pattern from contextual information. A comparative study demonstrates that this approach insures a stronger constancy of the interesting colors before the vision control.
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Dates et versions

hal-00648510 , version 1 (05-12-2011)

Identifiants

  • HAL Id : hal-00648510 , version 1

Citer

Hazem Wannous, Sylvie Treuillet, Yves Lucas, Alamin Mansouri, Yvon Voisin. Design of a Customized Pattern for Improving Color Constancy Across Camera and Illumination Changes. VISAPP 2010 - Fifth International Conference on Computer Vision Theory and Applications, May 2010, Angers, France. pp.60-67. ⟨hal-00648510⟩
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