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- W3202382655 abstract "In this paper, we introduce a Wasserstein patch prior for superresolution of two- and three-dimensional images. Here, we assume that we have given (additionally to the low resolution observation) a reference image which has a similar patch distribution as the ground truth of the reconstruction. This assumption is e.g. fulfilled when working with texture images or material data. Then, the proposed regularizer penalizes the $W_2$-distance of the patch distribution of the reconstruction to the patch distribution of some reference image at different scales. We demonstrate the performance of the proposed regularizer by two- and three-dimensional numerical examples." @default.
- W3202382655 created "2021-10-11" @default.
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- W3202382655 date "2022-01-01" @default.
- W3202382655 modified "2023-10-11" @default.
- W3202382655 title "Wasserstein Patch Prior for Image Superresolution" @default.
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- W3202382655 doi "https://doi.org/10.1109/tci.2022.3199600" @default.
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