1 code implementation • 3 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.
1 code implementation • 16 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.
no code implementations • 30 Sep 2022 • Tomas Chobola, Anton Theileis, Jan Taucher, Tingying Peng
We present a model for non-blind image deconvolution that incorporates the classic iterative method into a deep learning application.