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 …

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 …

Optical imaging and image restoration techniques for deep ocean map**: a comprehensive survey

Y Song, D Nakath, M She, K Köser - PFG–Journal of Photogrammetry …, 2022 - Springer
Visual systems are receiving increasing attention in underwater applications. While the
photogrammetric and computer vision literature so far has largely targeted shallow water …

What is the space of attenuation coefficients in underwater computer vision?

D Akkaynak, T Treibitz, T Shlesinger… - Proceedings of the …, 2017 - openaccess.thecvf.com
Underwater image reconstruction methods require the knowledge of wideband attenuation
coefficients per color channel. Current estimation methods for these coefficients require …

Perspectives in visual imaging for marine biology and ecology: from acquisition to understanding

JM Durden, T Schoening, F Althaus… - … and Marine Biology, 2016 - taylorfrancis.com
JENS GREINERT3, NANCY JACOBSEN STOUT8, DANIEL OB JONES1, ANNE JORDT3,
JEFFREY W. KAELI9, KEVIN KÖSER3, LINDA A. KUHNZ8, DHUGAL LINDSAY10, KIRSTY …

True color correction of autonomous underwater vehicle imagery

M Bryson, M Johnson‐Roberson… - Journal of Field …, 2016 - Wiley Online Library
This paper presents an automated approach to recovering the true color of objects on the
seafloor in images collected from multiple perspectives by an autonomous underwater …

Simultaneous underwater visibility assessment, enhancement and improved stereo

M Roser, M Dunbabin, A Geiger - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
Vision-based underwater navigation and obstacle avoidance demands robust computer
vision algorithms, particularly for operation in turbid water with reduced visibility. This paper …

Review of underwater image restoration algorithms

J Raihan A, PE Abas, L C. De Silva - IET Image Processing, 2019 - Wiley Online Library
Underwater images are susceptible to various distortions compared to images taken on
land, due to the nature of the water environment. These images often suffer from diffraction …

Self-supervised monocular depth underwater

S Amitai, I Klein, T Treibitz - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Depth estimation is critical for any robotic system. In the past years, the estimation of depth
from monocular images has shown great improvement. However, in the underwater …

Real-time model-based image color correction for underwater robots

M Roznere, AQ Li - 2019 IEEE/RSJ International Conference on …, 2019 - ieeexplore.ieee.org
Recently, a new underwater imaging formation model presented that the coefficients related
to the direct and backscatter transmission signals are dependent on the type of water …