DocumentCode
3405535
Title
Physics-based fast single image fog removal
Author
Yu, Jing ; Xiao, Chuangbai ; Li, Dapeng
Author_Institution
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
fYear
2010
fDate
24-28 Oct. 2010
Firstpage
1048
Lastpage
1052
Abstract
Imaging in poor weather is often severely degraded by scattering due to suspended particles in the atmosphere such as haze, fog and mist. Poor visibility becomes a major problem for most outdoor vision applications. In this paper, we propose a novel fast defogging method from a single image of a scene based on a fast bilateral filtering approach. The complexity of our method is only a linear function of the number of input image pixels and this thus allows a very fast implementation. Results on a variety of outdoor foggy images demonstrate that our method achieves good restoration for contrast and color fidelity, resulting in a large improvement in image visibility.
Keywords
computer vision; filtering theory; fog; image colour analysis; image enhancement; color fidelity; contrast fidelity; fast bilateral filtering; fast defogging method; haze; image pixel; mist; outdoor vision application; physics-based fast single image fog removal; poor image visibility; poor weather; suspended particles; Atmospheric modeling; Estimation; Image color analysis; Image edge detection; Image restoration; Pixel; Scattering; atmospheric veil; bilateral filter; defog; visibility restoration;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-5897-4
Type
conf
DOI
10.1109/ICOSP.2010.5655901
Filename
5655901
Link To Document