Search Results for author: Krzysztof Hrynczenko

Found 2 papers, 1 papers with code

On training deep networks for satellite image super-resolution

no code implementations16 Jun 2019 Michal Kawulok, Szymon Piechaczek, Krzysztof Hrynczenko, Pawel Benecki, Daniel Kostrzewa, Jakub Nalepa

The capabilities of super-resolution reconstruction (SRR)---techniques for enhancing image spatial resolution---have been recently improved significantly by the use of deep convolutional neural networks.

satellite image super-resolution

Deep Learning for Multiple-Image Super-Resolution

1 code implementation1 Mar 2019 Michal Kawulok, Pawel Benecki, Szymon Piechaczek, Krzysztof Hrynczenko, Daniel Kostrzewa, Jakub Nalepa

Recently, we have witnessed substantial improvement in single-image SRR attributed to the use of deep neural networks for learning the relation between low and high resolution.

Image Super-Resolution Relation

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