DocUNet

Document Image Unwarping via a Stacked U-Net

Dataset Information
Modalities
Images
Languages
English, Chinese, Japanese
Introduced
2018
License
Homepage

Overview

Various documents dataset.
Each of the 65 documents includes scanned ground truth images, both hard and easy distorted photos, and document-centered cropped images.

Image Source: DocUNet: Document Image Unwarping via a Stacked U-Net

Variants: DocUNet

Associated Benchmarks

This dataset is used in 2 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Local Distortion DocTr++ Deep Unrestricted Document Image Rectification 2023-04-18
Local Distortion Ours Revisiting Document Image Dewarping by … 2022-03-31
SSIM RectiNet-v2 RectiNet-v2: A stacked network architecture … 2021-02-01
Local Distortion RectiNet A Gated and Bifurcated Stacked … 2020-07-20
SSIM RectiNet A Gated and Bifurcated Stacked … 2020-07-20

Research Papers

Recent papers with results on this dataset: