A survey on underwater computer vision

SP González-Sabbagh, A Robles-Kelly - ACM Computing Surveys, 2023 - dl.acm.org
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 …

Image-to-image translation: Methods and applications

Y Pang, J Lin, T Qin, Z Chen - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
Image-to-image translation (I2I) aims to transfer images from a source domain to a target
domain while preserving the content representations. I2I has drawn increasing attention and …

[HTML][HTML] Image mining applications for underwater environment management-A review and research agenda

RS Nair, R Agrawal, S Domnic, A Kumar - International Journal of …, 2021 - Elsevier
The underwater environment is gaining importance due to its role in enhancing the economy
of the world and improving relationships between different countries across the world. There …

Edge-guided multi-domain rgb-to-tir image translation for training vision tasks with challenging labels

DG Lee, MH Jeon, Y Cho, A Kim - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The insufficient number of annotated thermal infrared (TIR) image datasets not only hinders
TIR image-based deep learning networks to have comparable performances to that of RGB …

Underwater image restoration: A state‐of‐the‐art review

S Fayaz, SA Parah, GJ Qureshi… - IET Image Processing, 2021 - Wiley Online Library
Underwater imaging is one of the hot areas of research and is receiving considerable
attention from the research community due to the challenges involved. Underwater images …

DGD-cGAN: A dual generator for image dewatering and restoration

S Gonzalez-Sabbagh, A Robles-Kelly, S Gao - Pattern Recognition, 2024 - Elsevier
Underwater images are usually covered with a blue–greenish colour cast, making them
distorted, blurry or low in contrast. This phenomenon occurs due to the light attenuation …

Aerial visible-to-infrared image translation: dataset, evaluation, and baseline

Z Han, Z Zhang, S Zhang, G Zhang… - Journal of Remote …, 2023 - spj.science.org
Aerial visible-to-infrared image translation aims to transfer aerial visible images to their
corresponding infrared images, which can effectively generate the infrared images of …

Underwater-sonar-image-based 3D point cloud reconstruction for high data utilization and object classification using a neural network

M Sung, J Kim, H Cho, M Lee, SC Yu - Electronics, 2020 - mdpi.com
This paper proposes a sonar-based underwater object classification method for autonomous
underwater vehicles (AUVs) by reconstructing an object's three-dimensional (3D) geometry …

Night-to-day thermal image translation for deep thermal place recognition

DG Lee, H Gil, S Yun, J Kim, A Kim - Intelligent Service Robotics, 2023 - Springer
Place recognition PR is a fundamental task in autonomous robot systems that is still actively
being researched. In recent years, CNN-based place recognition methods have surpassed …

Underwater enhancement based on a self-learning strategy and attention mechanism for high-intensity regions

CD Mello Jr, BU Moreira, PJD de Oliveira Evald… - Computers & …, 2022 - Elsevier
Images acquired during underwater activities suffer from environmental properties of the
water, such as turbidity and light attenuation. These phenomena cause color distortion …