DocumentCode
3460963
Title
Visibility Enhancement in the Foggy Environment Based on Color Analysis
Author
Wang, Da-Jinn ; Chen, Chao-Ho ; Chen, Tsong-Yi ; Tsai, Wen-Wei
Author_Institution
Dept. of Inf. Manage., Nat. Kaohsiung Marine Univ., Kaohsiung, Taiwan
fYear
2009
fDate
7-9 Dec. 2009
Firstpage
342
Lastpage
345
Abstract
Basically, the visibility of color images captured in the foggy weather will be significantly degraded and diminished. This paper proposes a defogging method based on the atmosphere scattering theory and color analysis. The basic strategy is to use RGB color and tri-stimulus values to provide the exponential contrast enhancement technique for enhancing the visibility of a foggy image. Then, the weighted redistribution of probability density function is adopted for increasing the brightness of the above fog-removed image. Besides, a histogram equalization is introduced to improve the contrast of the finally image. Experimental results show that the degraded images captured in the foggy weather can be effectively restored.
Keywords
computer vision; fog; geophysical signal processing; image colour analysis; image enhancement; image restoration; meteorology; probability; RGB color; atmosphere scattering theory; computer vision; defogging method; exponential contrast enhancement technique; foggy environment; foggy weather restoration; histogram equalization; image color analysis; probability density function weighted redistribution; tristimulus values; visibility enhancement; Atmosphere; Cameras; Degradation; Image analysis; Image color analysis; Image restoration; Image sequences; Light scattering; Roads; Signal restoration;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovative Computing, Information and Control (ICICIC), 2009 Fourth International Conference on
Conference_Location
Kaohsiung
Print_ISBN
978-1-4244-5543-0
Type
conf
DOI
10.1109/ICICIC.2009.380
Filename
5412592
Link To Document