[AAAI 2023 Oral] | Underwater Ranker: Learn Which Is Better and How to Be Better (underwater image enhancement + underwater image quality assessment)

Summary of Publicly Available Underwater Image Enhancement Method

Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration

Awesome Underwater Image Enhancement (UIE) Methods

Modern replication of WaterNet from "An Underwater Image Enhancement Benchmark Dataset and Beyond", IEEE TIP 2019

GAN-based fast underwater image enhancement.

A Residual and Attention-Driven Underwater Image Enhancement (UIE) method.

Official code for PixMamba

Bayesian Enhancement Models for One-to-Many Mapping in Image Enhancement

Reimplementation of Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding

Enhancing underwater images using a truncated U-Net architecture for real-time color correction applications

TEBCF: Real-World Underwater Image Texture Enhancement Model Based on Blurriness and Color Fusion

Research paper Implementation: Natural-based underwater image color enhancement through fusion of swarm-intelligence algorithm

Underwater images generally appear greenish & bluish due to scattering & absorption of light. Used image processing techniques to produce output enhanced image having better visibility and contrast.

An Underwater Image Vision Enhancement Algorithm Based on Contour Bougie Morphology

System Implementation from 'Enhancing Underwater Images: Automatic Colorization using Deep Learning and Image Enhancement Techniques', 2023 IEEE International Conference on Marine Artificial Intelligence and Law (IEEE ICMAIL 2023).

Enhances underwater images / videos using Deep Image Processing (DIP) techniques like Dark Channel Prior and guided filtering, improving visibility and color accuracy.

[DSAA 2024] UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image Enhancement