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 …
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 …
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 …
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 …
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 …
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 …
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 …
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) …
J Zhou, D Zhang, W Zhang - Engineering Applications of Artificial …, 2023 - Elsevier
Single underwater image enhancement remains a challenging ill-posed problem, even with advanced deep learning methods, due to the significant information degeneration and …