1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CV2024
SynCellFactory: Generative Data Augmentation for Cell Tracking
Moritz Sturm, Lorenzo Cerrone, Fred A. Hamprecht
Cell tracking remains a pivotal yet challenging task in biomedical research. The full potential of deep learning for this purpose is often untapped due to the limited availability…
cs.CV2019★ 1 cited
End-to-End Learned Random Walker for Seeded Image Segmentation
Lorenzo Cerrone, Alexander Zeilmann, Fred A. Hamprecht
We present an end-to-end learned algorithm for seeded segmentation. Our method is based on the Random Walker algorithm, where we predict the edge weights of the underlying graph us…