Spectroformer: Multi-domain query cascaded transformer network for underwater image enhancement

R Khan, P Mishra, N Mehta… - Proceedings of the …, 2024 - openaccess.thecvf.com
Underwater images often suffer from color distortion, haze, and limited visibility due to light
refraction and absorption in water. These challenges significantly impact autonomous …

Underwater image super-resolution via dual-aware integrated network

A Shi, H Ding - Applied Sciences, 2023 - mdpi.com
Underwater scenes are often affected by issues such as blurred details, color distortion, and
low contrast, which are primarily caused by wavelength-dependent light scattering; these …

Synergistic Multiscale Detail Refinement via Intrinsic Supervision for Underwater Image Enhancement

D Zhang, J Zhou, C Guo, W Zhang, C Li - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Visually restoring underwater scenes primarily involves mitigating interference from
underwater media. Existing methods ignore the inherent scale-related characteristics in …