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A method of single reference image based scene relighting

Image relighting is to change the illumination of an image to a target illumination effect without known the original scene geometry, material information and illumination condition. We propose a novel outdoor scene relighting method, which needs only a single reference image and is based on materia...

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Detalles Bibliográficos
Autores principales: Jin, Xin, Li, Yannan, Xu, Ri, Zhang, Xiaokun, Li, Xiaodong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6111242/
https://www.ncbi.nlm.nih.gov/pubmed/30167383
http://dx.doi.org/10.1016/j.mex.2018.08.004
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author Jin, Xin
Li, Yannan
Xu, Ri
Zhang, Xiaokun
Li, Xiaodong
author_facet Jin, Xin
Li, Yannan
Xu, Ri
Zhang, Xiaokun
Li, Xiaodong
author_sort Jin, Xin
collection PubMed
description Image relighting is to change the illumination of an image to a target illumination effect without known the original scene geometry, material information and illumination condition. We propose a novel outdoor scene relighting method, which needs only a single reference image and is based on material constrained layer decomposition. Firstly, the material map is extracted from the input image. Then, the reference image is warped to the input image through patch match based image warping. Lastly, the input image is relit using material constrained layer decomposition. The experimental results reveal that our method can produce similar illumination effect as that of the reference image on the input image using only a single reference image.
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spelling pubmed-61112422018-08-30 A method of single reference image based scene relighting Jin, Xin Li, Yannan Xu, Ri Zhang, Xiaokun Li, Xiaodong MethodsX Computer Science Image relighting is to change the illumination of an image to a target illumination effect without known the original scene geometry, material information and illumination condition. We propose a novel outdoor scene relighting method, which needs only a single reference image and is based on material constrained layer decomposition. Firstly, the material map is extracted from the input image. Then, the reference image is warped to the input image through patch match based image warping. Lastly, the input image is relit using material constrained layer decomposition. The experimental results reveal that our method can produce similar illumination effect as that of the reference image on the input image using only a single reference image. Elsevier 2018-08-13 /pmc/articles/PMC6111242/ /pubmed/30167383 http://dx.doi.org/10.1016/j.mex.2018.08.004 Text en © 2018 Published by Elsevier B.V. http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Computer Science
Jin, Xin
Li, Yannan
Xu, Ri
Zhang, Xiaokun
Li, Xiaodong
A method of single reference image based scene relighting
title A method of single reference image based scene relighting
title_full A method of single reference image based scene relighting
title_fullStr A method of single reference image based scene relighting
title_full_unstemmed A method of single reference image based scene relighting
title_short A method of single reference image based scene relighting
title_sort method of single reference image based scene relighting
topic Computer Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6111242/
https://www.ncbi.nlm.nih.gov/pubmed/30167383
http://dx.doi.org/10.1016/j.mex.2018.08.004
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