Underwater image enhancement: a comprehensive review, recent trends, challenges and applications

S Raveendran, MD Patil, GK Birajdar - Artificial Intelligence Review, 2021 - Springer
The mysteries of deep-sea ecosystems can be unlocked to reveal new sources, for
developing medical drugs, food and energy resources, and products of renewable energy …

Underwater image processing and analysis: A review

M Jian, X Liu, H Luo, X Lu, H Yu, J Dong - Signal Processing: Image …, 2021 - Elsevier
With increasing attentions being drawn to the underwater observation and utilization of
marine resources in recent years, underwater image processing and analysis have become …

Underwater image enhancement via minimal color loss and locally adaptive contrast enhancement

W Zhang, P Zhuang, HH Sun, G Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Underwater images typically suffer from color deviations and low visibility due to the
wavelength-dependent light absorption and scattering. To deal with these degradation …

Underwater image enhancement with hyper-laplacian reflectance priors

P Zhuang, J Wu, F Porikli, C Li - IEEE Transactions on Image …, 2022 - ieeexplore.ieee.org
Underwater image enhancement aims at improving the visibility and eliminating color
distortions of underwater images degraded by light absorption and scattering in water …

Underwater image enhancement via medium transmission-guided multi-color space embedding

C Li, S Anwar, J Hou, R Cong, C Guo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Underwater images suffer from color casts and low contrast due to wavelength-and distance-
dependent attenuation and scattering. To solve these two degradation issues, we present an …

Twin adversarial contrastive learning for underwater image enhancement and beyond

R Liu, Z Jiang, S Yang, X Fan - IEEE Transactions on Image …, 2022 - ieeexplore.ieee.org
Underwater images suffer from severe distortion, which degrades the accuracy of object
detection performed in an underwater environment. Existing underwater image …

Target oriented perceptual adversarial fusion network for underwater image enhancement

Z Jiang, Z Li, S Yang, X Fan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the refraction and absorption of light by water, underwater images usually suffer from
severe degradation, such as color cast, hazy blur, and low visibility, which would degrade …

Underwater image enhancement via weighted wavelet visual perception fusion

W Zhang, L Zhou, P Zhuang, G Li, X Pan… - … on Circuits and …, 2023 - ieeexplore.ieee.org
Underwater images typically suffer from various quality degradation issues due to the
scattering and absorption of light, but these degraded-quality underwater images are …

Underwater image enhancement by attenuated color channel correction and detail preserved contrast enhancement

W Zhang, Y Wang, C Li - IEEE Journal of Oceanic Engineering, 2022 - ieeexplore.ieee.org
An underwater image often suffers from quality degradation issues, such as color deviations,
low contrast, and blurred details, due to the absorption and scattering of light. In this article …

Underwater scene prior inspired deep underwater image and video enhancement

C Li, S Anwar, F Porikli - Pattern Recognition, 2020 - Elsevier
In underwater scenes, wavelength-dependent light absorption and scattering degrade the
visibility of images and videos. The degraded underwater images and videos affect the …