The mysteries of deep-sea ecosystems can be unlocked to reveal new sources, for
developing medical drugs, food and energy resources, and products of renewable energy …

Underwater captured images are usually degraded by low contrast, hazy, and blurry due to
absorbing and scattering, which limits their analyses and applications. To address these …

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

High-quality underwater optical images are essential for various applications of underwater
vision. However, these images often suffer from severe degradation, complex noise, low …

Images captured underwater usually suffer from color distortion, detail blurring, low contrast,
and a bluish or greenish tone due to light scattering and absorption in the underwater …

Plant diseases are a significant threat to global food security since they directly affect the
quality of crops, leading to a decline in agricultural productivity. Several researchers have …

Image enhancement and restoration is among the most investigated topics in the field of
underwater machine vision. The objective image quality assessment is a fundamental part of …

Underwater images, which have low contrast and visibility as a result of selective attenuation
based on the wavelength of the light passing through water, needs some corrections to …

Numerous underwater image enhancement methods have been proposed in recent years.
However, these methods are mainly evaluated using synthetic datasets with similar …

Considering the limitation of a single physics-based or deep learning-based method, this
paper proposes an effective Dual-model methodology for underwater image enhancement …