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 …

Real-time underwater image enhancement: a systematic review

MK Moghimi, F Mohanna - Journal of Real-Time Image Processing, 2021 - Springer
In recent years, deep sea and ocean explorations have attracted more attention in the
marine industry. Most of the marine vehicles, including robots, submarines, and ships, would …

Guidelines for underwater image enhancement based on benchmarking of different methods

M Mangeruga, F Bruno, M Cozza, P Agrafiotis… - Remote sensing, 2018 - mdpi.com
Images obtained in an underwater environment are often affected by colour casting and
suffer from poor visibility and lack of contrast. In the literature, there are many enhancement …

Low-illumination image enhancement for night-time UAV pedestrian detection

W Wang, Y Peng, G Cao, X Guo… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
To accomplish reliable pedestrian detection using unmanned aerial vehicles (UAVs) under
night-time conditions, an image enhancement method is developed in this article to improve …

An extensive literature review on underwater image colour correction

M Vlachos, D Skarlatos - Sensors, 2021 - mdpi.com
The topic of underwater (UW) image colour correction and restoration has gained significant
scientific interest in the last couple of decades. There are a vast number of disciplines, from …

Scale accuracy evaluation of image-based 3D reconstruction strategies using laser photogrammetry

K Istenič, N Gracias, A Arnaubec, J Escartín, R Garcia - Remote Sensing, 2019 - mdpi.com
Rapid developments in the field of underwater photogrammetry have given scientists the
ability to produce accurate 3-dimensional (3D) models which are now increasingly used in …

Robust underwater SLAM using autonomous relocalisation

JS Willners, Y Carreno, S Xu, T Łuczyński, S Katagiri… - IFAC-PapersOnLine, 2021 - Elsevier
This paper presents a robust underwater simultaneous localisation and mapping (SLAM)
framework using autonomous relocalisation. The proposed approach strives to maintain a …

Underwater image haze removal and color correction with an underwater-ready dark channel prior

T Łuczyński, A Birk - arXiv preprint arXiv:1807.04169, 2018 - arxiv.org
Underwater images suffer from extremely unfavourable conditions. Light is heavily
attenuated and scattered. Attenuation creates change in hue, scattering causes so called …

Underwater inspection and intervention dataset

T Luczynski, JS Willners, E Vargas, J Roe, S Xu… - arXiv preprint arXiv …, 2021 - arxiv.org
This paper presents a novel dataset for the development of visual navigation and
simultaneous localisation and mapping (SLAM) algorithms as well as for underwater …

Fast underwater color correction using integral images

L Neumann, R Garcia, J Jánosik… - Instrumentation …, 2018 - upcommons.upc.edu
Underwater image processing has to face the problem of loss of color and contrast that
occurs when images are acquired at a certain depth and range. The longer wavelengths of …