Example dataset for Tracking Metrics using TrackMate and Oneat
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In this dataset we compare the automated tracking results using the standard TrackMate algorithms for frame to frame and segment to segment linking with the ground truth dataset. Furthermore we use Oneat to correct the branches of the lineage trees and using oneat as TrackCorrector we recompute the metrics to show improvements over TrackMate track linking algorithms. Simple LAP Tracker + ONEAT Corrector: DET 0.996442089326268<br> TRA 0.9933142771174966<br> CT 0.7296786389413988<br> TF 0.9741634814842467 LAP Tracker (with cost function of quality, sum intensity and track splitting and gap closing) DET 0.9642557291308238<br> TRA 0.9587362720024071<br> CT 0.4040084388185654<br> TF 0.8557374265139681
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Zenodo创建时间：
2022-05-21
