Soorya Merin Tom

Deep Learning based Underwater Image Enhancement: A Review of Trends, Challenges, and Task Relevance

Underwater images often suffer from significant quality degradation due to light absorption, scattering, suspended particles, low illumination, and color distortion, which limit their usability in marine applications. To address these challenges, deep learning-based methods, including Convolutional Neural Networks (CNN...