Home

Awesome

reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible single image denoising works. This collection is inspired by the summary by flyywh

Criteria: works must have codes available, and the reproducible results demonstrate state-of-the-art performances.

Check out the following collections of reproducible state-of-the-art algorithms:

Denoising Algorithms (AWGN)

Filtering

Sparse Coding

Classical External Priors

Low Rank

Deep Denoising

Unsupervised / Weakly-Supervised Deep Denoising

Hybrid Model for Denoising

Blind Denoising or Real Noise Removal

Image Noise Level Estimation

Novel Real Denoising Benchmark

Commonly Used Denoising Dataset

Commonly Used Image Quality Metrics