Meta underwater camera: A smart protocol for underwater image enhancement

H Wang, S Sun, P Ren - ISPRS Journal of Photogrammetry and Remote …, 2023 - Elsevier
Underwater images captured by an underwater camera normally suffer from visual
degradation issues, such as color deviations, low contrasts, and detail blurs. Existing studies …

A reinforcement learning paradigm of configuring visual enhancement for object detection in underwater scenes

H Wang, S Sun, X Bai, J Wang… - IEEE Journal of Oceanic …, 2023 - ieeexplore.ieee.org
This article investigates the problem of enhancing underwater visual observations for the
purpose of accurate underwater object detection. Most existing underwater visual …

Algorithms for improving the quality of underwater optical images: A comprehensive review

X Shuang, J Zhang, Y Tian - Signal Processing, 2024 - Elsevier
High-quality underwater optical images are essential for various applications of underwater
vision. However, these images often suffer from severe degradation, complex noise, low …

UDAformer: Underwater image enhancement based on dual attention transformer

Z Shen, H Xu, T Luo, Y Song, Z He - Computers & Graphics, 2023 - Elsevier
Underwater images suffer from color casts and low contrast degraded due to wavelength-
dependent light scatter and abortion of the underwater environment, which impacts the …

Unsupervised learning method for underwater concrete crack image enhancement and augmentation based on cross domain translation strategy

S Teng, A Liu, B Chen, J Wang, Z Wu, J Fu - Engineering Applications of …, 2024 - Elsevier
In response to the challenges of low clarity and insufficient training samples in underwater
concrete crack detection, this paper proposes an improved unsupervised learning method …

Breakthrough underwater physical environment limitations on optical information representations: an overview and suggestions

S Li, Z Zhang, Q Zhang, H Yao, X Li, J Mi… - Journal of Marine …, 2024 - mdpi.com
Underwater optics have seen a notable surge of interest in recent years, emerging as a
critical medium for conveying information crucial to underwater resource exploration …

Human perceptual quality driven underwater image enhancement framework

M Li, Y Lin, L Shen, Z Wang, K Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Underwater images suffer from severe color casts, low contrast, and blurriness, which
greatly degrade the visibility and color fidelity of underwater images. Recently, numerous …

Cascaded frameworks in underwater optical image restoration

B Li, Z Chen, L Lu, P Qi, L Zhang, Q Ma, H Hu, J Zhai… - Information …, 2025 - Elsevier
Optical imaging and vision technology have become crucial research topics in the field of
underwater and ocean scenes. These technologies play a vital role in advancing …

An efficient learning-based method for underwater image enhancement

Z Lyu, A Peng, Q Wang, D Ding - Displays, 2022 - Elsevier
The Underwater image enhancement, which targets removing the noise, scattering effect,
and the bluish, greenish, or yellowish tone from underwater images, has lately attracted …

Underwater Image Enhancement Method Based on Improved GAN and Physical Model

S Chang, F Gao, Q Zhang - Electronics, 2023 - mdpi.com
Underwater vision technology is of great significance in marine investigation. However, the
complex underwater environment leads to some problems, such as color deviation and high …