Generalization of the dark channel prior for single image restoration

YT Peng, K Cao, PC Cosman - IEEE Transactions on Image …, 2018 - ieeexplore.ieee.org
Images degraded by light scattering and absorption, such as hazy, sandstorm, and
underwater images, often suffer color distortion and low contrast because of light traveling …

A rapid scene depth estimation model based on underwater light attenuation prior for underwater image restoration

W Song, Y Wang, D Huang… - Advances in Multimedia …, 2018 - Springer
Underwater images present blur and color cast, caused by light absorption and scattering in
water medium. To restore underwater images through image formation model (IFM), the …

Deep underwater image enhancement

S Anwar, C Li, F Porikli - arXiv preprint arXiv:1807.03528, 2018 - arxiv.org
In an underwater scene, wavelength-dependent light absorption and scattering degrade the
visibility of images, causing low contrast and distorted color casts. To address this problem …

Underwater image restoration using color-line model

Y Zhou, Q Wu, K Yan, L Feng… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Underwater images typically suffer from low visibility and severe colorcast due to scattering
and absorption. In this letter, a novel method is proposed to handle the scattering and …

Single underwater image restoration based on depth estimation and transmission compensation

HH Chang, CY Cheng, CC Sung - IEEE Journal of Oceanic …, 2018 - ieeexplore.ieee.org
For undersea activities, underwater vehicles usually carry optical imaging systems for
recording. The captured images and videos frequently suffer from two displeasing problems …

Underwater image restoration using deep networks to estimate background light and scene depth

K Cao, YT Peng, PC Cosman - 2018 IEEE Southwest …, 2018 - ieeexplore.ieee.org
Images taken underwater often suffer color distortion and low contrast because of light
scattering and absorption. An underwater image can be modeled as a blend of a clear …

The synthesis of unpaired underwater images using a multistyle generative adversarial network

N Li, Z Zheng, S Zhang, Z Yu, H Zheng, B Zheng - IEEE Access, 2018 - ieeexplore.ieee.org
Underwater image datasets are crucial in underwater vision research. Because of the strong
absorption and scattering effects that occur underwater, some ground truth such as the …

A novel automatic dam crack detection algorithm based on local-global clustering

X Fan, J Wu, P Shi, X Zhang, Y Xie - Multimedia Tools and Applications, 2018 - Springer
Dam crack detection is necessary to ensure the safety of dams. However, traditional
detection methods always perform poorly, with a low detection rate and high false alarm …

Enhancement of underwater images using white balancing and Rayleigh-stretching

M Mathur, N Goel - 2018 5th International Conference on …, 2018 - ieeexplore.ieee.org
Absorption and scattering are the two main issues in underwater image capturing which
results in diminished contrast, high level of blurring and faded colours. The present paper …

[PDF][PDF] 多尺度水下偏振成像方法

韩平丽, 刘飞, 张广, 陶禹, 邵晓鹏 - 物理学报, 2018 - wulixb.iphy.ac.cn
水下偏振成像技术利用散射光偏振特性能够有效提高水下成像质量, 在水下目标探测和识别领域
具有重要应用价值. 针对该技术在背景散射光和目标信息光分离时由于噪声放大现象导致重建 …