Reducing the loss of color and details in single image defogging

Wei Xie; Huanjun Hu; Liming Wang; Chi Li; Zhigang Tu

doi:10.1117/12.2502943

9 August 2018 Reducing the loss of color and details in single image defogging

Wei Xie, Huanjun Hu, Liming Wang, Chi Li, Zhigang Tu

Proceedings Volume 10806, Tenth International Conference on Digital Image Processing (ICDIP 2018); 108062A (2018) https://doi.org/10.1117/12.2502943
Event: Tenth International Conference on Digital Image Processing (ICDIP 2018), 2018, Shanghai, China

Abstract

In order to avoid the problem that the color distortion and the details are not obvious, this paper presents an improved defogging algorithm. It uses the dark channel prior to estimate the atmospheric light and the transmission and proposes a new gradient domain filtering to refine the transmission. Then, the intensity compensation is used to enhance the image color information. At the same time, the atmospheric light value is estimated and boundary constrains is used to roughly estimate the transmission, and, weights is added to define the transmission. So the scene transmission of both is refined, the image is reduced by atmospheric scattering model and two images are fused with the fusion strategy. The fusion of image uses the auto white balance to fine tune to get the final image. According to the experimental results, the algorithm effectively solves the problem of color distortion and loss of detail information in the defog image.

Citation Download Citation

Wei Xie, Huanjun Hu, Liming Wang, Chi Li, and Zhigang Tu "Reducing the loss of color and details in single image defogging", Proc. SPIE 10806, Tenth International Conference on Digital Image Processing (ICDIP 2018), 108062A (9 August 2018); https://doi.org/10.1117/12.2502943

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
9 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Image fusion

Fiber optic gyroscopes

Image enhancement

Image transmission

Image restoration

Atmospheric modeling

Image processing

Show All Keywords

Keywords/Phrases

Search In:

Publication Years