Search Results for author: Timo Kepp

Found 2 papers, 1 papers with code

Anatomical Conditioning for Contrastive Unpaired Image-to-Image Translation of Optical Coherence Tomography Images

2 code implementations8 Apr 2024 Marc S. Seibel, Hristina Uzunova, Timo Kepp, Heinz Handels

For a unified analysis of medical images from different modalities, data harmonization using image-to-image (I2I) translation is desired.

Contrastive Learning Decoder +3

Segmentation of Retinal Low-Cost Optical Coherence Tomography Images using Deep Learning

no code implementations23 Jan 2020 Timo Kepp, Helge Sudkamp, Claus von der Burchard, Hendrik Schenke, Peter Koch, Gereon Hüttmann, Johann Roider, Mattias P. Heinrich, Heinz Handels

It is shown that the CNN-based approach can segment the retina with high accuracy, whereas the segmentation of the PED proves to be challenging.

Denoising

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