ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.

RObust document image BINarization

DocEnTr: An end-to-end document image enhancement transformer - ICPR 2022

Local adaptive image binarization

SOTA Document Image Enhancement - T2T-BinFormer: Effective Document Image Enhancement Using tokens-to-token Transformer Network

SauvolaNet Training Repo for image binarization

RObust document image BINarization. Development moved to https://gitlab.com/vkolagotla/UNAGI due to LFS stuff.

Two-Stage Generative Adversarial Networks for Document Image Binarization with Color Noise and Background Removal in Pytorch

my test document-binarization project

Under Review: ICASSP 2025