Search Results for author: Gesine Müller

Found 2 papers, 2 papers with code

Leveraging Classic Deconvolution and Feature Extraction in Zero-Shot Image Restoration

1 code implementation3 Oct 2023 Tomáš Chobola, Gesine Müller, Veit Dausmann, Anton Theileis, Jan Taucher, Jan Huisken, Tingying Peng

Our approach combines a pre-trained network to extract deep features from the input image with iterative Richardson-Lucy deconvolution steps.

Image Restoration

LUCYD: A Feature-Driven Richardson-Lucy Deconvolution Network

1 code implementation16 Jul 2023 Tomáš Chobola, Gesine Müller, Veit Dausmann, Anton Theileis, Jan Taucher, Jan Huisken, Tingying Peng

Our results demonstrate that LUCYD outperforms the state-of-the-art methods in both synthetic and real microscopy images, achieving superior performance in terms of image quality and generalisability.

Image Restoration

Cannot find the paper you are looking for? You can Submit a new open access paper.