Internet of underwater things and big marine data analytics—a comprehensive survey

M Jahanbakht, W Xiang, L Hanzo… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
The Internet of Underwater Things (IoUT) is an emerging communication ecosystem
developed for connecting underwater objects in maritime and underwater environments …

An overview of underwater vision enhancement: From traditional methods to recent deep learning

K Hu, C Weng, Y Zhang, J Jin, Q Xia - Journal of Marine Science and …, 2022 - mdpi.com
Underwater video images, as the primary carriers of underwater information, play a vital role
in human exploration and development of the ocean. Due to the optical characteristics of …

Underwater image enhancement method via multi-interval subhistogram perspective equalization

J Zhou, L Pang, D Zhang… - IEEE Journal of Oceanic …, 2023 - ieeexplore.ieee.org
Due to the selective attenuation of light in water, captured underwater images exhibit poor
visibility and cause considerable challenges for vision tasks. The structural and statistical …

An underwater image enhancement benchmark dataset and beyond

C Li, C Guo, W Ren, R Cong, J Hou… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Underwater image enhancement has been attracting much attention due to its significance
in marine engineering and aquatic robotics. Numerous underwater image enhancement …

UIEC^ 2-Net: CNN-based underwater image enhancement using two color space

Y Wang, J Guo, H Gao, H Yue - Signal Processing: Image Communication, 2021 - Elsevier
Underwater image enhancement has attracted much attention due to the rise of marine
resource development in recent years. Benefit from the powerful representation capabilities …

Lightweight deep neural network for joint learning of underwater object detection and color conversion

CH Yeh, CH Lin, LW Kang, CH Huang… - … on Neural Networks …, 2021 - ieeexplore.ieee.org
Underwater image processing has been shown to exhibit significant potential for exploring
underwater environments. It has been applied to a wide variety of fields, such as underwater …

An experimental-based review of image enhancement and image restoration methods for underwater imaging

Y Wang, W Song, G Fortino, LZ Qi, W Zhang… - IEEE …, 2019 - ieeexplore.ieee.org
Underwater images play a key role in ocean exploration but often suffer from severe quality
degradation due to light absorption and scattering in water medium. Although major …

Underwater vision enhancement technologies: A comprehensive review, challenges, and recent trends

J Zhou, T Yang, W Zhang - Applied Intelligence, 2023 - Springer
Cameras are integrated with various underwater vision systems for underwater object
detection and marine biological monitoring. However, underwater images captured by …

Comprehensive underwater object tracking benchmark dataset and underwater image enhancement with GAN

K Panetta, L Kezebou, V Oludare… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Current state-of-the-art object tracking methods have largely benefited from the public
availability of numerous benchmark datasets. However, the focus has been on open-air …

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 …