Wavelength-based attributed deep neural network for underwater image restoration

P Sharma, I Bisht, A Sur - ACM Transactions on Multimedia Computing …, 2023 - dl.acm.org
Background: Underwater images, in general, suffer from low contrast and high color
distortions due to the non-uniform attenuation of the light as it propagates through the water …

A systematic review of the methodologies for the processing and enhancement of the underwater images

N Singh, A Bhat - Multimedia Tools and Applications, 2023 - Springer
Underwater image processing has received tremendous attention in the past few years. The
reason for increased research in this area is that the process of taking images underwater is …

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 …

An in-depth survey of underwater image enhancement and restoration

M Yang, J Hu, C Li, G Rohde, Y Du, K Hu - IEEE access, 2019 - ieeexplore.ieee.org
Images taken under water usually suffer from the problems of quality degradation, such as
low contrast, blurring details, color deviations, non-uniform illumination, etc. As an important …

Single underwater image restoration using adaptive attenuation-curve prior

Y Wang, H Liu, LP Chau - … on Circuits and Systems I: Regular …, 2017 - ieeexplore.ieee.org
Underwater imaging is an important topic in maritime research. Due to the existence of dust-
like particles in water medium, underwater images are vulnerable to the effect of low contrast …

Underwater image enhancement method based on adaptive attenuation-curve prior

K Liu, Y Liang - Optics express, 2021 - opg.optica.org
The attenuation (sum of absorption and scattering), which is caused by the dense and non-
uniform medium, generally leads to problems of color degradation and detail loss in …

Aquagan: Restoration of underwater images

C Desai, BSS Reddy, RA Tabib… - Proceedings of the …, 2022 - openaccess.thecvf.com
In this paper, we propose a generative model to restore degraded underwater images
considering attenuation coefficients as clue and name it as AquaGAN. Computing the …

Underwater image enhancement based on multichannel adaptive compensation

H Qiang, Y Zhong, Y Zhu, X Zhong… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Due to underwater light absorption and scattering, underwater images often suffer from color
distortion and low contrast. However, existing underwater image enhancement methods can …

Ruig: Realistic underwater image generation towards restoration

C Desai, RA Tabib, SS Reddy, U Patil… - Proceedings of the …, 2021 - openaccess.thecvf.com
In this paper, we present a novel method for generating synthetic underwater images
considering revised image formation model. We propose to use the generated synthetic …

Underwater optical image enhancement based on super-resolution convolutional neural network and perceptual fusion

K Liu, Y Liang - Optics Express, 2023 - opg.optica.org
Underwater optical images often have serious quality degradations and distortions, which
hinders the development of underwater optics and vision systems. Currently, there are two …