Title :
Towards rain detection through use of in-vehicle multipurpose cameras
Author :
Cord, Aurélien ; Aubert, Didier
Author_Institution :
IFSTTAR, UniverSud, Versailles, France
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;
Conference_Titel :
Intelligent Vehicles Symposium (IV), 2011 IEEE
Conference_Location :
Baden-Baden
Print_ISBN :
978-1-4577-0890-9
DOI :
10.1109/IVS.2011.5940484