A comprehensive list of awesome document image rectification papers.
☆526Feb 1, 2026Updated last month
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- The official code for “Deep Unrestricted Document Image Rectification”, TMM, 2023.☆508Feb 1, 2026Updated last month
- The official code for “DocTr: Document Image Transformer for Geometric Unwarping and Illumination Correction”, ACM MM, Oral Paper, 2021.☆422Jun 18, 2025Updated 8 months ago
- The official repo for “DocScanner: Robust Document Image Rectification with Progressive Learning”, IJCV, 2025.☆307Jun 18, 2025Updated 8 months ago
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- ☆65Nov 30, 2023Updated 2 years ago
- Document Dewarping with Control Points☆196Oct 7, 2022Updated 3 years ago
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- A hybrid dataset for document unwarping (Paper: https://www3.cs.stonybrook.edu/~cvl/projects/dewarpnet/storage/paper.pdf)☆195Dec 18, 2025Updated 2 months ago
- Official PyTorch implementation for ACM MM22 "UDoc-GAN: Unpaired Document Illumination Correction with Background Light Prior"☆25Aug 5, 2024Updated last year
- Official code for DocNLC: A Document Image Enhancement Framework with Normalized and Latent Contrastive Representation for Multiple Degra…☆39May 28, 2025Updated 9 months ago
- Dewarping Document Image By Displacement Flow Estimation with Fully Convolutional Network☆193Dec 4, 2022Updated 3 years ago
- Project page for the ICDAR 2023 Paper "Inv3D: a high-resolution 3D invoice dataset for template-guided single-image document unwarping".☆14Dec 21, 2023Updated 2 years ago
- Document Image Dewarping☆413Sep 30, 2019Updated 6 years ago
- Blender rendering codes for doc3D-dataset (Paper: https://www3.cs.stonybrook.edu/~cvl/projects/dewarpnet/storage/paper.pdf)☆125Feb 2, 2022Updated 4 years ago
- ☆43Mar 26, 2022Updated 3 years ago
- DocReal: Robust Document Dewarping of Real-Life Images via Attention-Enhanced Control Point Prediction☆27Jun 28, 2023Updated 2 years ago
- [PR 2025] DocAligner: Automating the Annotation of Photographed Documents Through Real-virtual Alignment☆102Aug 4, 2025Updated 7 months ago
- Unofficial implementation of DocMAE (WIP): Document Image Rectification via Self-supervised Representation Learning☆20Dec 20, 2023Updated 2 years ago
- Code for the paper "UVDoc: Neural Grid-based Document Unwarping" - Dataset capture and creation☆31May 27, 2024Updated last year
- [CVPR 2024] DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks☆570Aug 3, 2025Updated 7 months ago
- [TAI 2023] Appearance Enhancement for Camera-captured Document Images in the Wild☆51Aug 28, 2025Updated 6 months ago
- Code from our paper "Template-guided Illumination Correction for Document Images with Imperfect Geometric Reconstruction " (ICCVW) 2023.☆27Feb 7, 2024Updated 2 years ago
- DocTr++ in PaddlePaddle☆58Jul 24, 2024Updated last year
- Synthesize distorted document image and control points.☆53Sep 14, 2022Updated 3 years ago
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- Pytorch implementation and extension of "DocUnet: Document Image Unwarping via A Stacked U-Net"☆116Jul 2, 2020Updated 5 years ago
- This is a pytorch implementation of DocUNet: Document Image Unwarping via A Stacked U-Net☆127Feb 15, 2019Updated 7 years ago
- The official code for “DeepEraser: Deep Iterative Context Mining for Generic Text Eraser”, TMM, 2024.☆48Aug 26, 2024Updated last year
- Papers, Datasets, Algorithms, SOTA for STR. Long-time Maintaining☆353Nov 29, 2023Updated 2 years ago
- ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along w…☆336Aug 22, 2024Updated last year
- [ICCV 2023] A large-scale high-resolution dataset satisfies all important data features about document shadow, covers a large number of d…☆205Jun 18, 2024Updated last year
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- Repository for Intrinsic Decomposition of Document Images In-the-Wild (BMVC '20)☆50May 14, 2023Updated 2 years ago