2 papers
cs.CV2024
Trackastra: Transformer-based cell tracking for live-cell microscopy
Benjamin Gallusser, Martin Weigert
Cell tracking is a ubiquitous image analysis task in live-cell microscopy. Unlike multiple object tracking (MOT) for natural images, cell tracking typically involves hundreds of si…
cs.CV2023
Self-supervised dense representation learning for live-cell microscopy with time arrow prediction
Benjamin Gallusser, Max Stieber, Martin Weigert
State-of-the-art object detection and segmentation methods for microscopy images rely on supervised machine learning, which requires laborious manual annotation of training data. H…