Internet of underwater things and big marine data analytics—a comprehensive survey

M Jahanbakht, W Xiang, L Hanzo… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
The Internet of Underwater Things (IoUT) is an emerging communication ecosystem
developed for connecting underwater objects in maritime and underwater environments …

A systematic review and analysis of deep learning-based underwater object detection

S Xu, M Zhang, W Song, H Mei, Q He, A Liotta - Neurocomputing, 2023 - Elsevier
Underwater object detection is one of the most challenging research topics in computer
vision technology. The complex underwater environment makes underwater images suffer …

Underwater image enhancement with hyper-laplacian reflectance priors

P Zhuang, J Wu, F Porikli, C Li - IEEE Transactions on Image …, 2022 - ieeexplore.ieee.org
Underwater image enhancement aims at improving the visibility and eliminating color
distortions of underwater images degraded by light absorption and scattering in water …

Multi-view underwater image enhancement method via embedded fusion mechanism

J Zhou, J Sun, W Zhang, Z Lin - Engineering applications of artificial …, 2023 - Elsevier
Due to wavelength-dependent light absorption and scattering, underwater images often
appear with a colour cast and blurry details. Most existing deep learning methods utilize a …

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 …

Underwater camera: Improving visual perception via adaptive dark pixel prior and color correction

J Zhou, Q Liu, Q Jiang, W Ren, KM Lam… - International Journal of …, 2023 - Springer
We present a novel method for underwater image restoration, which combines a
Comprehensive Imaging Formation Model with prior knowledge and unsupervised …

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 …

Contrastive semi-supervised learning for underwater image restoration via reliable bank

S Huang, K Wang, H Liu, J Chen… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Despite the remarkable achievement of recent underwater image restoration techniques, the
lack of labeled data has become a major hurdle for further progress. In this work, we …

U-shape transformer for underwater image enhancement

L Peng, C Zhu, L Bian - IEEE Transactions on Image …, 2023 - ieeexplore.ieee.org
The light absorption and scattering of underwater impurities lead to poor underwater
imaging quality. The existing data-driven based underwater image enhancement (UIE) …

Underwater image enhancement method via multi-interval subhistogram perspective equalization

J Zhou, L Pang, D Zhang… - IEEE Journal of Oceanic …, 2023 - ieeexplore.ieee.org
Due to the selective attenuation of light in water, captured underwater images exhibit poor
visibility and cause considerable challenges for vision tasks. The structural and statistical …