White Balancing by Using Multiple Images via Intrinsic Image Decomposition

Ryo MATSUOKA; Tatsuya BABA; Mia RIZKINIA; Masahiro OKUDA

doi:10.1587/transinf.2015EDP7070

White Balancing by Using Multiple Images via Intrinsic Image Decomposition

Ryo MATSUOKA, Tatsuya BABA, Mia RIZKINIA, Masahiro OKUDA

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Summary :

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.

Publication: IEICE TRANSACTIONS on Information Vol.E98-D No.8 pp.1562-1570

Publication Date: 2015/08/01

Publicized: 2015/05/14

Online ISSN: 1745-1361

DOI: 10.1587/transinf.2015EDP7070

Type of Manuscript: PAPER

Category: Image Processing and Video Processing

Authors

Ryo MATSUOKA
  The University of Kitakyushu
Tatsuya BABA
  The University of Kitakyushu
Mia RIZKINIA
  The University of Kitakyushu
Masahiro OKUDA
  The University of Kitakyushu

Keyword

white balance, intrinsic image, decomposition, sparsity, flash image, l₀ norm

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Ryo MATSUOKA, Tatsuya BABA, Mia RIZKINIA, Masahiro OKUDA, "White Balancing by Using Multiple Images via Intrinsic Image Decomposition" in IEICE TRANSACTIONS on Information, vol. E98-D, no. 8, pp. 1562-1570, August 2015, doi: 10.1587/transinf.2015EDP7070.
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.
URL: https://globals.ieice.org/en_transactions/information/10.1587/transinf.2015EDP7070/_p

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@ARTICLE{e98-d_8_1562,
author={Ryo MATSUOKA, Tatsuya BABA, Mia RIZKINIA, Masahiro OKUDA, },
journal={IEICE TRANSACTIONS on Information},
title={White Balancing by Using Multiple Images via Intrinsic Image Decomposition},
year={2015},
volume={E98-D},
number={8},
pages={1562-1570},
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.},
keywords={},
doi={10.1587/transinf.2015EDP7070},
ISSN={1745-1361},
month={August},}

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TY - JOUR
TI - White Balancing by Using Multiple Images via Intrinsic Image Decomposition
T2 - IEICE TRANSACTIONS on Information
SP - 1562
EP - 1570
AU - Ryo MATSUOKA
AU - Tatsuya BABA
AU - Mia RIZKINIA
AU - Masahiro OKUDA
PY - 2015
DO - 10.1587/transinf.2015EDP7070
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E98-D
IS - 8
JA - IEICE TRANSACTIONS on Information
Y1 - August 2015
AB - 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.
ER -