Analysis of recent techniques in marine object detection: a review
Abstract Marine Object Detection, leveraging computer vision, plays a vital role in detecting
objects in marine environments ranging from marine organisms to marine surveillance …
objects in marine environments ranging from marine organisms to marine surveillance …
Underwater image restoration and enhancement: a comprehensive review of recent trends, challenges, and applications
In recent years, underwater exploration for deep-sea resource utilization and development
has a considerable interest. In an underwater environment, the obtained images and videos …
has a considerable interest. In an underwater environment, the obtained images and videos …
Seeing Through the Haze: A Comprehensive Review of Underwater Image Enhancement Techniques
Underwater imaging suffers from significant quality degradation due to light scattering and
absorption by water molecules, leading to color cast and reduced visibility. This hinders the …
absorption by water molecules, leading to color cast and reduced visibility. This hinders the …
Underwater image restoration based on light attenuation prior and color-contrast adaptive correction
J Li, X Zhu, Y Zheng, H Lu, Y Li - Image and Vision Computing, 2024 - Elsevier
Underwater imaging is uniquely beset by issues such as color distortion and diminished
contrast due to the intricate behavior of light as it traverses water, being attenuated by …
contrast due to the intricate behavior of light as it traverses water, being attenuated by …
Gplm: enhancing underwater images with global pyramid linear modulation
J Shao, H Zhang, J Miao - Image and Vision Computing, 2025 - Elsevier
Underwater imagery often suffers from challenges such as color distortion, low contrast,
blurring, and noise due to the absorption and scattering of light in water. These degradations …
blurring, and noise due to the absorption and scattering of light in water. These degradations …
Underwater moving target detection and tracking based on enhanced you only look once and deep simple online and realtime tracking strategy
Addressing the challenges posed by factors like light attenuation, turbid water quality, large
target scale changes, and dense distribution in underwater moving target images, we …
target scale changes, and dense distribution in underwater moving target images, we …
[HTML][HTML] SCoralDet: Efficient real-time underwater soft coral detection with YOLO
In recent years, climate change and marine pollution have significantly degraded coral reefs,
highlighting the urgent need for automated coral detection to monitor marine ecosystems …
highlighting the urgent need for automated coral detection to monitor marine ecosystems …
Exploring underwater image quality: A review of current methodologies and emerging trends
X Xu, H Cai, M Wang, W Chen, R Zhang… - Image and Vision …, 2024 - Elsevier
The complex underwater environment often leads to issues such as light scattering, color
distortion, structural blurring, and noise interference in underwater images, hindering …
distortion, structural blurring, and noise interference in underwater images, hindering …
Multi-Level Perception Assessment for Underwater Image Enhancement
Y Xu, Y Lin, N He, X Wang… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Due to the complex underwater imaging environment, existing Underwater Image
Enhancement (UIE) techniques are unable to handle the increasing demand for high-quality …
Enhancement (UIE) techniques are unable to handle the increasing demand for high-quality …
UIR-ES: An unsupervised underwater image restoration framework with equivariance and stein unbiased risk estimator
Underwater imaging faces challenges for enhancing object visibility and restoring true
colors due to the absorptive and scattering characteristics of water. Underwater image …
colors due to the absorptive and scattering characteristics of water. Underwater image …