Active Flattening of Curved Document Images via Two Structured Beams
Abstract
Document images captured by a digital camera often suffer from serious geometric distortions. In this paper,we propose an active method to correct geometric distortions in a camera-captured document image. Unlike many passive rectification methods that rely on text-lines or features extracted from images, our method uses two structured beams illuminating upon the document page to recover two spatial curves. A developable surface is then interpolated to the curves by finding the correspondence between them. The developable surface is finally flattened onto a plane by solving a system of ordinary differential equations. Our method is a content independent approach and can restore a corrected document image of high accuracy with undistorted contents. Experimental results on a variety of real-captured document images demonstrate the effectiveness and efficiency of the proposed method.
Cite
Text
Meng et al. "Active Flattening of Curved Document Images via Two Structured Beams." Conference on Computer Vision and Pattern Recognition, 2014. doi:10.1109/CVPR.2014.497Markdown
[Meng et al. "Active Flattening of Curved Document Images via Two Structured Beams." Conference on Computer Vision and Pattern Recognition, 2014.](https://mlanthology.org/cvpr/2014/meng2014cvpr-active/) doi:10.1109/CVPR.2014.497BibTeX
@inproceedings{meng2014cvpr-active,
title = {{Active Flattening of Curved Document Images via Two Structured Beams}},
author = {Meng, Gaofeng and Wang, Ying and Qu, Shenquan and Xiang, Shiming and Pan, Chunhong},
booktitle = {Conference on Computer Vision and Pattern Recognition},
year = {2014},
doi = {10.1109/CVPR.2014.497},
url = {https://mlanthology.org/cvpr/2014/meng2014cvpr-active/}
}