A point-based transformer framework tracks cells directly from raw microscopy frames, without segmentation, using event-guided sampling and rolling windows.
Cell segmentation and tracking using cnn-based dis- tance predictions and a graph-based matching strategy.PLoS One, page e0243219, 2020
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Cell as Point: One-Stage Framework for Efficient Cell Tracking
A point-based transformer framework tracks cells directly from raw microscopy frames, without segmentation, using event-guided sampling and rolling windows.