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

A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping

Sheet music dewarping, primarily for pictures taken with smartphones.

Inference, training and evaluation code for our models from the paper "Inv3D: a high-resolution 3D invoice dataset for template-guided single-image document unwarping" (ICDAR) 2023.

A function that takes as input a cropped text line image, and outputs the dewarped image.

Experiments with de-warping lidar scans

faster page_dewarp in C++

The official code for “DocTr: Document Image Transformer for Geometric Unwarping and Illumination Correction”, ACM MM, Oral Paper, 2021.

Light-weight image viewer with crop,resize,collage, photogrid and filters

Text page dewarping using a "cubic sheet" model

Dewarping with a regular calibration point grid

Blender rendering codes for doc3D-dataset (Paper: https://www3.cs.stonybrook.edu/~cvl/projects/dewarpnet/storage/paper.pdf)

a python tool for converting books in pdf into readable ebook

Document image dewarping library using a cubic sheet model

A custom project from DocProj repo

Dewarping Document Image By Displacement Flow Estimation with Fully Convolutional Network