A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning

Understand

Underwater image enhancement (UIE) presents a significant challenge within computer vision research.

• Despite the development of numerous UIE algorithms, a thorough and systematic review is still absent.
• To foster future advancements, we provide a detailed overview of the UIE task from several perspectives.
• Firstly, we introduce the physical models, data construction processes, evaluation metrics, and loss functions.