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Wavelength-based attributed deep neural network for underwater image restoration
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 …
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
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 …
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
Visual systems are receiving increasing attention in underwater applications. While the
photogrammetric and computer vision literature so far has largely targeted shallow water …
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 …
low contrast, blurring details, color deviations, non-uniform illumination, etc. As an important …
Single underwater image restoration using adaptive attenuation-curve prior
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 …
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 …
uniform medium, generally leads to problems of color degradation and detail loss in …
Aquagan: Restoration of underwater images
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 …
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 …
distortion and low contrast. However, existing underwater image enhancement methods can …
Ruig: Realistic underwater image generation towards restoration
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 …
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 …
hinders the development of underwater optics and vision systems. Currently, there are two …