An Improvement of the VDSR Network for Single Image Super-Resolution by Truncation and Adjustment of the Learning Rate Parameters
A problem of single image super-resolution is considered, where the goal is to recover one high-resolution image from one low-resolution image. Whereas this problem has been successfully solved so far by the known VDSR network, such an approach still cannot give an overall beneficial effect compared...
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| Format: | Article |
| Language: | English |
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Sciendo
2019-05-01
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| Series: | Applied Computer Systems |
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| Online Access: | https://doi.org/10.2478/acss-2019-0008 |