Search Results for author: Rüveyda Yilmaz

Found 2 papers, 1 papers with code

Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow Fields

no code implementations26 Mar 2024 Rüveyda Yilmaz, Dennis Eschweiler, Johannes Stegmaier

It is composed of a denoising diffusion probabilistic model (DDPM) generating high-fidelity synthetic cell microscopy images and a flow prediction model (FPM) predicting the non-rigid transformation between consecutive video frames.

Cell Segmentation Denoising +1

Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets

1 code implementation2 Jan 2023 Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, Daniel Brückner, Johannes Stegmaier

Recent advances in computer vision have led to significant progress in the generation of realistic image data, with denoising diffusion probabilistic models proving to be a particularly effective method.

Denoising Segmentation

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