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  4. AIM 2020: Scene Relighting and Illumination Estimation Challenge
 
conference paper

AIM 2020: Scene Relighting and Illumination Estimation Challenge

El Helou, Majed  
•
Zhou, Ruofan  
•
Süsstrunk, Sabine  
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September 28, 2020
[Proceedings of ECCV '20]
16th European Conference on Computer Vision Workshops (ECCV 2020)

We review the AIM 2020 challenge on virtual image relighting and illumination estimation. This paper presents the novel VIDIT dataset used in the challenge and the different proposed solutions and final evaluation results over the 3 challenge tracks. The first track considered one-to-one relighting; the objective was to relight an input photo of a scene with a different color temperature and illuminant orientation (i.e., light source position). The goal of the second track was to estimate illumination settings, namely the color temperature and orientation, from a given image. Lastly, the third track dealt with any-to-any relighting, thus a generalization of the first track. The target color temperature and orientation, rather than being pre-determined, are instead given by a guide image. Participants were allowed to make use of their track 1 and 2 solutions for track 3. The tracks had 94, 52, and 56 registered participants, respectively, leading to 20 confirmed submissions in the final competition stage.

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