Underwater image enhancement via minimal color loss and locally adaptive contrast enhancement
Underwater images typically suffer from color deviations and low visibility due to the
wavelength-dependent light absorption and scattering. To deal with these degradation …
wavelength-dependent light absorption and scattering. To deal with these degradation …
Uncertainty inspired underwater image enhancement
A main challenge faced in the deep learning-based Underwater Image Enhancement (UIE)
is that the ground truth high-quality image is unavailable. Most of the existing methods first …
is that the ground truth high-quality image is unavailable. Most of the existing methods first …
Underwater image enhancement via piecewise color correction and dual prior optimized contrast enhancement
Due to the absorption and scattering of light, underwater captured images often face serious
quality degradation issues. In this letter, we propose to cope with the aforementioned issues …
quality degradation issues. In this letter, we propose to cope with the aforementioned issues …
Beyond single reference for training: Underwater image enhancement via comparative learning
K Li, L Wu, Q Qi, W Liu, X Gao, L Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the wavelength-dependent light absorption and scattering, the raw underwater
images are usually inevitably degraded. Underwater image enhancement (UIE) is of great …
images are usually inevitably degraded. Underwater image enhancement (UIE) is of great …
Investigating intrinsic degradation factors by multi-branch aggregation for real-world underwater image enhancement
Recently, improving the visual quality of underwater images has received extensive
attentions in both computer vision and ocean engineering fields. However, existing works …
attentions in both computer vision and ocean engineering fields. However, existing works …
Generation-based joint luminance-chrominance learning for underwater image quality assessment
Z Wang, L Shen, Z Wang, Y Lin… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Underwater enhanced images (UEIs) are affected by not only the color cast and haze effect
due to light attenuation and scattering, but also the over-enhancement and texture distortion …
due to light attenuation and scattering, but also the over-enhancement and texture distortion …
UW-CycleGAN: Model-driven CycleGAN for underwater image restoration
H Yan, Z Zhang, J Xu, T Wang, P An… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
The formation of underwater images is a complex physical process that often suffers from
various degradation factors, such as blurriness, low contrast, and color casts, which pose …
various degradation factors, such as blurriness, low contrast, and color casts, which pose …
Cascaded frameworks in underwater optical image restoration
Optical imaging and vision technology have become crucial research topics in the field of
underwater and ocean scenes. These technologies play a vital role in advancing …
underwater and ocean scenes. These technologies play a vital role in advancing …
Human perceptual quality driven underwater image enhancement framework
Underwater images suffer from severe color casts, low contrast, and blurriness, which
greatly degrade the visibility and color fidelity of underwater images. Recently, numerous …
greatly degrade the visibility and color fidelity of underwater images. Recently, numerous …
UIALN: Enhancement for underwater image with artificial light
Since underwater images are seriously degraded due to the attenuation of light, artificial
light (AL) is often used to assist photography in underwater. However, the normal …
light (AL) is often used to assist photography in underwater. However, the normal …