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Identification of the Conjugate Pair to Estimating Object Distance: An Application of the Ant Colony Algorithm Read chapter Read first chapter

2018 | OriginalPaper | Chapter

Scene Relighting Using a Single Reference Image Through Material Constrained Layer Decomposition

Authors : Xin Jin, Yannan Li, Ningning Liu, Xiaodong Li, Quan Zhou, Yulu Tian, Shiming Ge

Published in: Artificial Intelligence and Robotics

Publisher: Springer International Publishing

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Abstract

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 relighted 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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Metadata
Title
Scene Relighting Using a Single Reference Image Through Material Constrained Layer Decomposition
Authors
Xin Jin
Yannan Li
Ningning Liu
Xiaodong Li
Quan Zhou
Yulu Tian
Shiming Ge
Copyright Year
2018
Book
Artificial Intelligence and Robotics

Print ISBN: 978-3-319-69876-2

Electronic ISBN: 978-3-319-69877-9

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-319-69877-9_5

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