Top Performance at the Cell Tracking Challenge
- Date: 15.04.2020
The IAI team KIT-Sch-GE with Tim Scherr (BioInterfaces in Technology and Medicine) and Katharina Löffler (Helmholtz Information and Data Science School for Health) achieved several top positions on the all-time leaderboard during the 5th edition of the IEEE ISBI Cell Tracking Challenge:
2 x place 1, 2 x place 2 and 4 x place 3 in the overall performance OP_CSB of the Cell Segmentation Benchmark (with 13 of 19 possible submitted data sets).
2 x place 1, 2 x place 2 and 5 x place 3 in the overall performance OP_CTB of the Cell Tracking Benchmark (with 12 of 19 possible submitted data sets).
Here you can find a detailed list of participants of all “Cell Tracking Challenge” editions. The methodology used by the Team KIT-Sch-GE is described in the manuscript “Cell Segmentation and Tracking using Distance Transform Predictions and Movement Estimation with Graph-Based Matching” (arXiv:2004.01486).