Underwater image enhancement: a comprehensive review, recent trends, challenges and applications
The mysteries of deep-sea ecosystems can be unlocked to reveal new sources, for
develo** medical drugs, food and energy resources, and products of renewable energy …
develo** medical drugs, food and energy resources, and products of renewable energy …
Deep learning based object detection for resource constrained devices: Systematic review, future trends and challenges ahead
Deep learning models are widely being employed for object detection due to their high
performance. However, the majority of applications that require object detection are …
performance. However, the majority of applications that require object detection are …
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 …
Underwater image enhancement via weighted wavelet visual perception fusion
Underwater images typically suffer from various quality degradation issues due to the
scattering and absorption of light, but these degraded-quality underwater images are …
scattering and absorption of light, but these degraded-quality underwater images are …
Underwater image enhancement quality evaluation: Benchmark dataset and objective metric
Due to the attenuation and scattering of light by water, there are many quality defects in raw
underwater images such as color casts, decreased visibility, reduced contrast, et al.. Many …
underwater images such as color casts, decreased visibility, reduced contrast, et al.. Many …
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 by attenuated color channel correction and detail preserved contrast enhancement
An underwater image often suffers from quality degradation issues, such as color deviations,
low contrast, and blurred details, due to the absorption and scattering of light. In this article …
low contrast, and blurred details, due to the absorption and scattering of light. In this article …
SGUIE-Net: Semantic attention guided underwater image enhancement with multi-scale perception
Due to the wavelength-dependent light attenuation, refraction and scattering, underwater
images usually suffer from color distortion and blurred details. However, due to the limited …
images usually suffer from color distortion and blurred details. However, due to the limited …
Retinex-inspired color correction and detail preserved fusion for underwater image enhancement
W Zhang, L Dong, W Xu - Computers and Electronics in Agriculture, 2022 - Elsevier
Many practical underwater applications need to address color cast, blurring, and low
contrast of underwater images for display and further analysis. To cope with the …
contrast of underwater images for display and further analysis. To cope with the …
Underwater image enhancement method via multi-feature prior fusion
The information in a single underwater image is insufficient due to the complexity of the
underwater environment, which makes it challenging to meet the expectations of marine …
underwater environment, which makes it challenging to meet the expectations of marine …