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DeepDeblur: Text Image Recovery from Blur to Sharp

This work focuses on recovering the blurry text image.

Introduction

Based on the deep neural network, a new short connection scheme is used. Trained by the pixel regression, higher visual quality of the image can be recovered by the network from the blurry one.

Citation

If you find our work useful in your research and relevant works, please consider citing:

@Article{Mei2019,
author="Mei, Jianhan and Wu, Ziming and Chen, Xiang and Qiao, Yu and Ding, Henghui and Jiang, Xudong",
title="DeepDeblur: text image recovery from blur to sharp",
journal="Multimedia Tools and Applications",
year="2019",
issn="1573-7721",
doi="10.1007/s11042-019-7251-y",
url="https://doi.org/10.1007/s11042-019-7251-y"
}

Required Environment

Running The Demo

License

This work is released under the MIT License (refer to the LICENSE file for details).