Awesome
Awesome Document Image Rectification
A comprehensive list of awesome document image rectification methods based on deep learning.
Table of contents
Papers
- The results are the rectified images on the DocUNet Benchmark Dataset.
- The "*" means that the work involves the illumination correction for document images.
Datasets
Demos
Year | Name | Host | Type |
---|---|---|---|
2019 | DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks | Online Demo | |
2021 | DocTr: Document Image Transformer for Geometric Unwarping and Illumination Correction | huggingface | Online Demo |
2022 | DocGeoNet: Geometric Representation Learning for Document Image Rectification | huggingface | Online Demo |
2022 | dewarp | textin | Online Demo |
2023 | Deep Unrestricted Document Image Rectification | self-hosted | Online Demo |
2023 | Inv3D: GeoTrTemplate & IllTrTemplate | self-hosted | Online Demo |
Acknowledgment
- This repository is scheduled to be updated regularly in accordance with schedules of major AI Conferences and Journals.