DocumentCode :
2013214
Title :
Towards rain detection through use of in-vehicle multipurpose cameras
Author :
Cord, Aurélien ; Aubert, Didier
Author_Institution :
IFSTTAR, UniverSud, Versailles, France
fYear :
2011
fDate :
5-9 June 2011
Firstpage :
833
Lastpage :
838
Abstract :
Advanced Driver Assistance Systems (ADAS) based on video camera tends to be generalized in today´s automotive. However, if most of these systems perform nicely in good weather conditions, they perform very poorly under adverse weather particularly under rain. We present a novel approach that aims at detecting raindrops on a car windshield using only images from an in-vehicle camera. Based on the photometric properties of raindrops, the algorithm relies on image processing technics to highlight raindrops. Its results can be further used for image restoration and vision enhancement and hence it is a valuable tool for ADAS.
Keywords :
automotive components; driver information systems; image enhancement; image restoration; image sensors; rain; video cameras; advanced driver assistance systems; car windshield; image processing technique; image restoration; in-vehicle multipurpose cameras; photometric properties; raindrops detection; video camera; vision enhancement; Automotive components; Cameras; Driver circuits; Pixel; Rain; Roads; Sensors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Vehicles Symposium (IV), 2011 IEEE
Conference_Location :
Baden-Baden
ISSN :
1931-0587
Print_ISBN :
978-1-4577-0890-9
Type :
conf
DOI :
10.1109/IVS.2011.5940484
Filename :
5940484
Link To Document :
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