A review on intelligence dehazing and color restoration for underwater images

M Han, Z Lyu, T Qiu, M Xu - IEEE Transactions on Systems …, 2018 - ieeexplore.ieee.org
Underwater image processing is an intelligence research field that has great potential to
help developers better explore the underwater environment. Underwater image processing …

U-shape transformer for underwater image enhancement

L Peng, C Zhu, L Bian - IEEE Transactions on Image …, 2023 - ieeexplore.ieee.org
The light absorption and scattering of underwater impurities lead to poor underwater
imaging quality. The existing data-driven based underwater image enhancement (UIE) …

An overview of key SLAM technologies for underwater scenes

X Wang, X Fan, P Shi, J Ni, Z Zhou - Remote Sensing, 2023 - mdpi.com
Autonomous localization and navigation, as an essential research area in robotics, has a
broad scope of applications in various scenarios. To widen the utilization environment and …

[HTML][HTML] Underwater image enhancement via extended multi-scale Retinex

S Zhang, T Wang, J Dong, H Yu - Neurocomputing, 2017 - Elsevier
Underwater exploration has become an active research area over the past few decades.
The image enhancement is one of the challenges for those computer vision based …

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 …

Shallow-water image enhancement using relative global histogram stretching based on adaptive parameter acquisition

D Huang, Y Wang, W Song, J Sequeira… - … Conference, MMM 2018 …, 2018 - Springer
Light absorption and scattering lead to underwater image showing low contrast, fuzzy, and
color cast. To solve these problems presented in various shallow-water images, we propose …

Underwater object detection using TC-YOLO with attention mechanisms

K Liu, L Peng, S Tang - Sensors, 2023 - mdpi.com
Underwater object detection is a key technology in the development of intelligent
underwater vehicles. Object detection faces unique challenges in underwater applications …

Natural-based underwater image color enhancement through fusion of swarm-intelligence algorithm

KZM Azmi, ASA Ghani, ZM Yusof, Z Ibrahim - Applied Soft Computing, 2019 - Elsevier
Underwater imagery suffers from severe effects due to selective attenuation and scattering
effects when light travels through water medium. Such damages limit the ability of vision …

Evaluation of underwater image enhancement algorithms based on Retinex and its implementation on embedded systems

OA Aguirre-Castro, EE García-Guerrero… - Neurocomputing, 2022 - Elsevier
The improvement of underwater imaging has advanced significantly due to its contribution to
marine engineering and underwater exploration. This fact has been reflected in recent years …

Efficient underwater image and video enhancement based on Retinex

C Tang, UF von Lukas, M Vahl, S Wang… - Signal, Image and Video …, 2019 - Springer
The Retinex models the human visual system to perceive natural colors, which could
improve the contrast and sharpness of the degraded image and also provide color …