Search Results for author: Nuno Pimpão Martins

Found 1 papers, 0 papers with code

DeepContrast: Deep Tissue Contrast Enhancement using Synthetic Data Degradations and OOD Model Predictions

no code implementations16 Aug 2023 Nuno Pimpão Martins, Yannis Kalaidzidis, Marino Zerial, Florian Jug

We demonstrated that networks trained in this way can be used out-of-distribution (OOD) to improve the quality of less severely degraded images, e. g. the raw data imaged in a microscope.

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