This repository contains a paper collection of the methods for document image processing, including appearance enhancement, deshadow, dewarping, deblur, and binarization.

ShabbyPages is a state-of-the-art corpus of born-digital document images with both ground truth and distorted versions appropriate for use in training models to reverse distortions and recover to original denoised documents.

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

Code for "Drawing the Line: Deep Segmentation for Extracting Art from Ancient Etruscan Mirrors" published @ ICDAR2024

Spatial Graph Extractor. Library and scripts to study graphs extracted from binary images, or to generate graphs and analyze them completely in-silico. Used at least in biopolymers simulations and vascular networks.

Document Image Binarization

This project is the official implementation of our accepted NeurIPS 2023 paper BiMatting: Efficient Video Matting via Binarization.

This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.

Projeto de Data Science em SQL aplicando técnicas avançadas de Categorização, Label Encoding, One-Hot Encoding e Binarização de dados para análise da base de dados sobre câncer de mama.

Repository of my master thesis in Data Science at the University of Mannheim, namely "Binarization of Knowledge Graph Embeddings with Semantic Preservation".

A Local Adaptive Thresholding framework for image binarization written in C++, with JS and Python bindings. Implementing: Otsu, Bernsen, Niblack, Sauvola, Wolf, Gatos, NICK, Su, T.R. Singh, WAN, ISauvola, Bataineh, Chan and Shafait.

Fuzzy Adaptive Binarization implementations

Multiclass classification model of penguins species.

ScanTailor Advanced is the version that merges the features of the ScanTailor Featured and ScanTailor Enhanced versions, brings new ones and fixes.

C++/CUDA implementation of some local thresholding algorithms for binarization

Python extension module that provides some function for image

JBIG2Viewer,support JBIG2,JPEG2000. The loaded image can be binarized. It can Extractor or replace PDF images.

This project is about real-time 2D object recognition. The goal is to have the computer identify a specified set of objects placed on a white surface in a translation, scale, and rotation invariant manner from a camera looking straight down. The computer should be able to recognize single objects placed in the image and identify the objects.

Orchestra is a sheet music reader (optical music recognition (OMR) system) that converts sheet music to a machine-readable version.