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Authors: Junki Ishizuka and Kazunori Onoguchi

Affiliation: Hirosaki University, Japan

Keyword(s): ITS, Edge Ratio, Texture Analysis.

Related Ontology Subjects/Areas/Topics: Applications ; Pattern Recognition ; Perception ; Robotics ; Software Engineering

Abstract: This paper presents the method to detect raindrops with various shapes on a windshield from an in-vehicle single camera. Raindrops on a windshield causes various bad influence for video-based automobile applications, such as pedestrian detection, lane detection and so on. Therefore, it’s important to understand the state of the raindrop on a windshield for a driving safety support system or an automatic driving vehicle. Although conventional methods are considered on isolated spherical raindrops, our method can be applied to raindrops with various shapes, e.g. a band-like shape. In the daytime, our method detects raindrop candidates by examining the difference of the blur between the surrounding areas. We uses the ratio of the edge strength extracted from two kinds of smoothed images as the degree of the blur. At night, bright areas whose intensity does not change so much are detected as raindrops.

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Paper citation in several formats:
Ishizuka, J. and Onoguchi, K. (2016). Detection of Raindrop with Various Shapes on aWindshield. In Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods - ICPRAM; ISBN 978-989-758-173-1; ISSN 2184-4313, SciTePress, pages 475-483. DOI: 10.5220/0005796004750483

@conference{icpram16,
author={Junki Ishizuka. and Kazunori Onoguchi.},
title={Detection of Raindrop with Various Shapes on aWindshield},
booktitle={Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods - ICPRAM},
year={2016},
pages={475-483},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005796004750483},
isbn={978-989-758-173-1},
issn={2184-4313},
}

TY - CONF

JO - Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods - ICPRAM
TI - Detection of Raindrop with Various Shapes on aWindshield
SN - 978-989-758-173-1
IS - 2184-4313
AU - Ishizuka, J.
AU - Onoguchi, K.
PY - 2016
SP - 475
EP - 483
DO - 10.5220/0005796004750483
PB - SciTePress

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