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Single image super-resolution method based on bilinear interpolation and U-Net combination

The single image super-resolution issue is studied in this paper. We propose a new method based on a combination of bilinear interpolation and the U-Net neural network to solve this problem. The image is enlarged by bilinear interpolation, then its quality is improved by the neural network. This app...

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Bibliografiske detaljer
Главные авторы: Lyakhov, P. A., Ляхов, П. А., Valueva, M. V., Валуева, М. В.
Format: Статья
Sprog:English
Udgivet: Institute of Electrical and Electronics Engineers Inc. 2021
Fag:
Online adgang:https://dspace.ncfu.ru/handle/20.500.12258/18160
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