notesum.ai
Published at December 9Enhanced Multi-Object Tracking Using Pose-based Virtual Markers in 3x3 Basketball
cs.CV
Released Date: December 9, 2024
Authors: Li Yin1, Calvin Yeung1, Qingrui Hu1, Jun Ichikawa2, Hirotsugu Azechi3, Susumu Takahashi3, Keisuke Fujii1
Aff.: 1Nagoya University; 2Shizuoka University; 3Doshisha University

| Method | HOTA | LocA | DetA | AssA |
|---|---|---|---|---|
| Deep-EIoU [9] | 58.0 ± 6.0 | 82.1 ± 1.0 | 56.3 ± 4.2 | 60.2 ± 9.6 |
| BOT-SORT [4] | 55.7 ± 6.4 | 82.8 ± 1.0 | 55.0 ± 3.0 | 56.9 ± 11.1 |
| Basketball-SORT [8] | 61.5 ± 4.9 | 82.5 ± 1.0 | 58.3 ± 2.9 | 65.1 ± 8.3 |
| maDLC [32] (w/o VMs) | 52.4 ± 7.0 | 80.1 ± 1.1 | 58.5 ± 4.5 | 47.6 ± 10.3 |
| Sports-vmTracking (ours) | 72.6 ± 2.7 | 80.1 ± 1.2 | 69.9 ± 2.9 | 71.9 ± 3.2 |