DocumentCode :
2155098
Title :
Study of Defog Technology Based on Scattering Model in Assistant Driving System
Author :
Liu, Hongjun ; Zhou, Yan ; Wang, Xinwei
Author_Institution :
Coll. of Sci., Kunming Univ. of Sci. & Technol., Kunming, China
fYear :
2009
fDate :
17-19 Oct. 2009
Firstpage :
1
Lastpage :
4
Abstract :
This paper firstly analyzes a typical defog algorithm. Directly towards assistant driving system, monocular camera machine vision and atmosphere scattering model are combined to construct the scene depth map by linear imaging model. At last, the image was restored by atmosphere scattering model. With RETINEX algorithm, this method has a better effect in different distance: the error of depth map increases along distance increasing; two factors on the algorithm precision: the installing height and pitching angle of camera. Finally, point out that next stage we estimate the error coursed by extrinsic parameters by experimentation.
Keywords :
computer vision; driver information systems; image restoration; RETINEX algorithm; assistant driving system; atmosphere scattering model; defog technology; image restoring; linear imaging model; monocular camera machine vision; scene depth map; Atmosphere; Atmospheric modeling; Calibration; Cameras; Degradation; Image restoration; Image storage; Layout; Machine vision; Scattering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
Type :
conf
DOI :
10.1109/CISP.2009.5304086
Filename :
5304086
Link To Document :
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