[HTML][HTML] Advanced techniques for the intelligent diagnosis of fish diseases: A review

D Li, X Li, Q Wang, Y Hao - Animals, 2022 - mdpi.com
Simple Summary The automatic diagnosis of fish diseases is an important task in smart
aquaculture, and plays a key role in detecting fish conditions, understanding disease signs …

Underwater image enhancement via minimal color loss and locally adaptive contrast enhancement

W Zhang, P Zhuang, HH Sun, G Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Underwater images typically suffer from color deviations and low visibility due to the
wavelength-dependent light absorption and scattering. To deal with these degradation …

Twin adversarial contrastive learning for underwater image enhancement and beyond

R Liu, Z Jiang, S Yang, X Fan - IEEE Transactions on Image …, 2022 - ieeexplore.ieee.org
Underwater images suffer from severe distortion, which degrades the accuracy of object
detection performed in an underwater environment. Existing underwater image …

Pugan: Physical model-guided underwater image enhancement using gan with dual-discriminators

R Cong, W Yang, W Zhang, C Li… - … on Image Processing, 2023 - ieeexplore.ieee.org
Due to the light absorption and scattering induced by the water medium, underwater images
usually suffer from some degradation problems, such as low contrast, color distortion, and …

Underwater image enhancement via medium transmission-guided multi-color space embedding

C Li, S Anwar, J Hou, R Cong, C Guo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Underwater images suffer from color casts and low contrast due to wavelength-and distance-
dependent attenuation and scattering. To solve these two degradation issues, we present an …

Uncertainty inspired underwater image enhancement

Z Fu, W Wang, Y Huang, X Ding, KK Ma - European conference on …, 2022 - Springer
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 …

Metalantis: A comprehensive underwater image enhancement framework

H Wang, W Zhang, L Bai, P Ren - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Underwater images normally suffer from visual degradation issues such as color deviations,
low contrasts, and blurred details. Recently, numerous underwater image enhancement …

SGUIE-Net: Semantic attention guided underwater image enhancement with multi-scale perception

Q Qi, K Li, H Zheng, X Gao, G Hou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
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 …

Lightweight deep neural network for joint learning of underwater object detection and color conversion

CH Yeh, CH Lin, LW Kang, CH Huang… - … on Neural Networks …, 2021 - ieeexplore.ieee.org
Underwater image processing has been shown to exhibit significant potential for exploring
underwater environments. It has been applied to a wide variety of fields, such as underwater …

Classical and state-of-the-art approaches for underwater image defogging: a comprehensive survey

J Zhou, D Zhang, W Zhang - Frontiers of Information Technology & …, 2020 - Springer
In underwater scenes, the quality of the video and image acquired by the underwater
imaging system suffers from severe degradation, influencing target detection and …