Application of Deep Learning-Based Methods to the Single Image Non-Uniform Blind Motion Deblurring Problem
In this paper, we present deep learning-based blind image deblurring methods for estimating and removing a non-uniform motion blur from a single blurry image. We propose two fully convolutional neural networks (CNN) for solving the problem. The networks are trained end-to-end to reconstruct the late...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Gitutyun
2021-12-01
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| Series: | Mathematical Problems of Computer Science |
| Subjects: | |
| Online Access: | http://mpcs.sci.am/index.php/mpcs/article/view/654 |