GMPHD_ReId: Occlusion-robust Online Multi-object Visual Tracking using a GM-PHD Filter with a CNN-based Re-identification
MOT16-01
Benchmark:
MOT16 |
Short name:
GMPHD_ReId
Detector:
Public
Description:
n/a
Reference:
Last submitted:
January 25, 2020 (8 months ago)
Published:
November 30, 2019 at 00:28:16 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
3 GHZ, 1 Core
Runtime:
31.6 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| MOT16 | 40.4 | 49.7 | 75.2 | 85 (11.2) | 329 (43.3) | 6,572 | 101,266 | 44.5 | 92.5 | 1.1 | 792 (17.8) | 2,529 (56.9) |
Detailed performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| MOT16-01 | 27.0 | 42.7 | 72.2 | 3 | 11 | 183 | 4,458 | 30.3 | 91.4 | 0.4 | 25 | 84 |
| MOT16-03 | 47.4 | 53.2 | 75.5 | 23 | 36 | 2,379 | 52,241 | 50.0 | 95.7 | 1.6 | 377 | 1,273 |
| MOT16-06 | 43.3 | 49.6 | 72.3 | 28 | 98 | 688 | 5,782 | 49.9 | 89.3 | 0.6 | 68 | 260 |
| MOT16-07 | 36.0 | 52.2 | 73.5 | 5 | 18 | 863 | 9,491 | 41.9 | 88.8 | 1.7 | 85 | 327 |
| MOT16-08 | 31.6 | 44.0 | 79.0 | 7 | 24 | 567 | 10,783 | 35.6 | 91.3 | 0.9 | 90 | 179 |
| MOT16-12 | 36.5 | 55.3 | 76.5 | 15 | 36 | 921 | 4,316 | 48.0 | 81.2 | 1.0 | 28 | 85 |
| MOT16-14 | 17.3 | 28.7 | 73.7 | 4 | 106 | 971 | 14,195 | 23.2 | 81.5 | 1.3 | 119 | 321 |
Raw data:
