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Authors: Takeharu Kondo ; Fumihiko Sakaue and Jun Sato

Affiliation: Nagoya Institute of Technology, Nagoya 466-8555 and Japan

ISBN: 978-989-758-354-4

Keyword(s): Anti-glare, Windshield, Transmittance, GAN.

Related Ontology Subjects/Areas/Topics: Applications and Services ; Computer Vision, Visualization and Computer Graphics ; Entertainment Imaging Applications ; Image Enhancement and Restoration ; Image Formation and Preprocessing ; Image Formation, Acquisition Devices and Sensors

Abstract: In this paper, we introduce a new method for enhancing the visibility of human vision. In particular we propose a method for avoiding glare caused by strong incident light, such as sunlight and headlight of oncoming vehicles, in driving situations. Our method controls the transmittance of incident light pixel by pixel according to the power of the incident light. For computing the transmittance of light efficiently from camera images, we propose a leaning based method utilizing a generative adversarial network (GAN). By using our method, the visibility of drivers can be improved drastically, and objects in dark place become visible even under strong backlight, such as sunlight and headlight of oncoming vehicles.

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Paper citation in several formats:
Kondo, T.; Sakaue, F. and Sato, J. (2019). Avoiding Glare by Controlling the Transmittance of Incident Light.In Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4 VISAPP: VISAPP, ISBN 978-989-758-354-4, pages 19-26. DOI: 10.5220/0007256800190026

@conference{visapp19,
author={Takeharu Kondo. and Fumihiko Sakaue. and Jun Sato.},
title={Avoiding Glare by Controlling the Transmittance of Incident Light},
booktitle={Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4 VISAPP: VISAPP,},
year={2019},
pages={19-26},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007256800190026},
isbn={978-989-758-354-4},
}

TY - CONF

JO - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4 VISAPP: VISAPP,
TI - Avoiding Glare by Controlling the Transmittance of Incident Light
SN - 978-989-758-354-4
AU - Kondo, T.
AU - Sakaue, F.
AU - Sato, J.
PY - 2019
SP - 19
EP - 26
DO - 10.5220/0007256800190026

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