Summary of Publicly Available Underwater Image Enhancement Method

Awesome Underwater Image Enhancement (UIE) Methods

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

Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration

Official Code for "Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model". A SOTA algorithm in low-light image enhancement, underwater image enhancement, and backlit image enhancement.

Bayesian Neural Networks for One-to-Many Mapping in Image Enhancement

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

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

GAN-based fast underwater image enhancement.

Official code for PixMamba

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

[ICASSP 2025] Underwater Image Restoration via Polymorphic Large Kernel CNNs

[TCSVT] Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis

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.

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

[TGRS 2021] TEBCF: Real-World Underwater Image Texture Enhancement Model Based on Blurriness and Color Fusion

A list of papers related to underwater imagery.

This repository provides offical Pytorch implementation of the paper "UIEDP: Boosting underwater image enhancement with diffusion prior".

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