Underwater images typically suffer from various quality degradation issues due to the
scattering and absorption of light, but these degraded-quality underwater images are …

Underwater images normally suffer from visual degradation issues such as color deviations,
low contrasts, and blurred details. Recently, numerous underwater image enhancement …

This paper delves into enhancing underwater images to improve human observation of
underwater scenes. To this end, a reinforcement learning-based human visual perception …

The objective of this article is to provide a detailed review of the state-of-the-art underwater
surveillance process and the new trends of the same. Underwater surveillance has recently …

Underwater images captured by an underwater camera normally suffer from visual
degradation issues, such as color deviations, low contrasts, and detail blurs. Existing studies …

As the global climate changes, there is an increasing focus on the oceans and their
protection and exploitation. However, the exploration of the oceans necessitates the …

We observe that a natural image tends to exhibit similar histograms for color channels in the
RGB color space and consistent statistical estimates for color channels in the Lab color …

In dark underwater areas, existing single-model underwater image enhancement methods
have poor enhancement effects. We propose an underwater image enhancement method …

We delve into the nascent field of underwater image captioning from three perspectives:
challenges, models, and datasets. One challenge arises from the disparities between …

Underwater images suffer from quality degradation due to the underwater light absorption
and scattering. It remains challenging to enhance underwater images using deep learning …