White balancing by using multiple images via intrinsic image decomposition

Ryo Matsuoka, Tatsuya Baba, Mia Rizkinia, Masahiro Okuda

Research output: Contribution to journalArticle

8 Citations (Scopus)

Abstract

Using a flash/no-flash image pair, we propose a novel white-balancing technique that can effectively correct the color balance of a complex scene under multiple light sources. In the proposed method, by using multiple images of the same scene taken under different lighting conditions, we estimate the reflectance component of the scene and the multiple shading components of each image. The reflectance component is a specific object color which does not depend on scene illumination and the shading component is a shading effect caused by the illumination lights. Then, we achieve white balancing by appropriately correcting the estimated shading components. The proposed method achieves better performance than conventional methods, especially under colored illumination and mixed lighting conditions.

Original languageEnglish
Pages (from-to)1562-1570
Number of pages9
JournalIEICE Transactions on Information and Systems
VolumeE98D
Issue number8
DOIs
Publication statusPublished - 1 Aug 2015

Keywords

  • Decomposition
  • Flash image
  • Intrinsic image
  • Sparsity
  • White balance
  • ℓnorm

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