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Authors: Keisuke Inoue ; Fumihiko Sakaue and Jun Sato

Affiliation: Nagoya Institute of Technology, Japan

Keyword(s): In-vehicle Camera, Reflection Removal, Optical Flow.

Abstract: When taking images with an in-vehicle camera, objects in the vehicle are often reflected on the windshield due to sunlight, and they appear in the camera image. Since these reflections cause malfunction of autonomous driving systems, it is very important to remove the reflections from in-vehicle camera images. Thus, we in this paper propose a method for separating reflections and background scenes, and for generating images without reflections. Unlike the existing reflection removal methods, our method conducts the signal separation and the motion field computation simultaneously, so that we can separate images without using edge information. The efficiency of the proposed method is demonstrated by comparing with existing state-of-the-art methods.

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Paper citation in several formats:
Inoue, K.; Sakaue, F. and Sato, J. (2020). Removing Reflection from In-vehicle Camera Image. In Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2020) - Volume 4: VISAPP; ISBN 978-989-758-402-2; ISSN 2184-4321, SciTePress, pages 222-228. DOI: 10.5220/0008941002220228

@conference{visapp20,
author={Keisuke Inoue. and Fumihiko Sakaue. and Jun Sato.},
title={Removing Reflection from In-vehicle Camera Image},
booktitle={Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2020) - Volume 4: VISAPP},
year={2020},
pages={222-228},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008941002220228},
isbn={978-989-758-402-2},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2020) - Volume 4: VISAPP
TI - Removing Reflection from In-vehicle Camera Image
SN - 978-989-758-402-2
IS - 2184-4321
AU - Inoue, K.
AU - Sakaue, F.
AU - Sato, J.
PY - 2020
SP - 222
EP - 228
DO - 10.5220/0008941002220228
PB - SciTePress

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