Deep Leaning & Computer Vision Lab, South China University of Technology
DocRes. [CVPR 2024] DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks
629Recommendations-Document-Image-Processing. This repository contains a paper collection of the methods for document image processing, including appearance enhancement, deshadowing, dewarping, deblurring, binarization and so on.
396DocAligner. [PR 2025] DocAligner: Automating the Annotation of Photographed Documents Through Real-virtual Alignment
110GCDRNet. [TAI 2023] Appearance Enhancement for Camera-captured Document Images in the Wild
58DocKylin. [AAAI 2025] DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming
36Awesome-Image-based-Meter-Recognition-Reading.
32Marior. [ACM MM 2022] Marior: Margin Removal and Iterative Content Rectification for Document Dewarping in the Wild
26WMeter-Reader. [TIM 2025] Towards Accurate Readings of Water Meters by Eliminating Transition Error: New Dataset and Effective Solution
19DocAligner-Distortion. [PRL 2025] Enhancing Document Dewarping Evaluation: A New Metric with Improved Accuracy and Efficiency
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