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A systematic review and analysis of deep learning-based underwater object detection
Underwater object detection is one of the most challenging research topics in computer
vision technology. The complex underwater environment makes underwater images suffer …
vision technology. The complex underwater environment makes underwater images suffer …
A survey on underwater computer vision
Underwater computer vision has attracted increasing attention in the research community
due to the recent advances in underwater platforms such as of rovers, gliders, autonomous …
due to the recent advances in underwater platforms such as of rovers, gliders, autonomous …
A deep CNN method for underwater image enhancement
Underwater images often suffer from color distortion and visibility degradation due to the
light absorption and scattering. Existing methods utilize various assumptions/constrains to …
light absorption and scattering. Existing methods utilize various assumptions/constrains to …
UID2021: An underwater image dataset for evaluation of no-reference quality assessment metrics
G Hou, Y Li, H Yang, K Li, Z Pan - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Achieving subjective and objective quality assessment of underwater images is of high
significance in underwater visual perception and image/video processing. However, the …
significance in underwater visual perception and image/video processing. However, the …
UMGAN: Underwater image enhancement network for unpaired image-to-image translation
B Sun, Y Mei, N Yan, Y Chen - Journal of Marine Science and …, 2023 - mdpi.com
Due to light absorption and scattering underwater images suffer from low contrast, color
distortion, blurred details, and uneven illumination, which affect underwater vision tasks and …
distortion, blurred details, and uneven illumination, which affect underwater vision tasks and …
Underwater image enhancement using contrast limited adaptive histogram equalization and layered difference representation
Underwater images, which have low contrast and visibility as a result of selective attenuation
based on the wavelength of the light passing through water, needs some corrections to …
based on the wavelength of the light passing through water, needs some corrections to …
Scale-aware feature pyramid architecture for marine object detection
Marine object detection is an appealing but challengeable task in computer vision. Even
though recent popular object detection algorithms perform well on common classes, they …
though recent popular object detection algorithms perform well on common classes, they …
[HTML][HTML] Underwater image enhancement using improved CNN based defogging
M Zheng, W Luo - Electronics, 2022 - mdpi.com
Due to refraction, absorption, and scattering of light by suspended particles in water,
underwater images are characterized by low contrast, blurred details, and color distortion. In …
underwater images are characterized by low contrast, blurred details, and color distortion. In …
Lightweight underwater object detection algorithm for embedded deployment using higher-order information and image enhancement
C Liu, J Wen, J Huang, W Lin, B Wu, N **e… - Journal of Marine …, 2024 - mdpi.com
Underwater object detection is crucial in marine exploration, presenting a challenging
problem in computer vision due to factors like light attenuation, scattering, and background …
problem in computer vision due to factors like light attenuation, scattering, and background …
Sea-Pix-GAN: Underwater image enhancement using adversarial neural network
In the last decade, the exploration of deep-sea ecosystems has surged, offering exciting
prospects for discovering untapped resources such as medical drugs, food and energy …
prospects for discovering untapped resources such as medical drugs, food and energy …