LINF1_16: Improving Multi-Frame Data Association with Sparse Representations for Robust Near-Online Multi-Object Tracking
MOT16-01
Benchmark:
MOT16 |
Short name:
LINF1_16
Detector:
Public
Description:
n/a
Reference:
L. Fagot-Bouquet, R. Audigier, Y. Dhome, F. Lerasle. Improving Multi-Frame Data Association with Sparse Representations for Robust Near-Online Multi-Object Tracking. In ECCV, 2016.
Last submitted:
March 11, 2016 (4 years ago)
Published:
March 16, 2016 at 15:51:48 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
2.7 GHZ, 8 Core
Runtime:
4.2 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| MOT16 | 41.0 | 45.7 | 74.8 | 88 (11.6) | 389 (51.3) | 7,896 | 99,224 | 45.6 | 91.3 | 1.3 | 430 (9.4) | 963 (21.1) |
Detailed performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| MOT16-01 | 29.3 | 43.6 | 71.8 | 5 | 12 | 44 | 4,464 | 30.2 | 97.8 | 0.1 | 12 | 39 |
| MOT16-03 | 47.7 | 48.2 | 74.8 | 29 | 33 | 5,999 | 48,463 | 53.6 | 90.3 | 4.0 | 228 | 513 |
| MOT16-06 | 40.0 | 50.3 | 73.4 | 27 | 130 | 244 | 6,637 | 42.5 | 95.3 | 0.2 | 42 | 95 |
| MOT16-07 | 37.8 | 45.5 | 73.1 | 6 | 20 | 585 | 9,508 | 41.7 | 92.1 | 1.2 | 54 | 137 |
| MOT16-08 | 30.8 | 36.6 | 78.8 | 6 | 28 | 370 | 11,160 | 33.3 | 93.8 | 0.6 | 53 | 73 |
| MOT16-12 | 41.6 | 55.9 | 76.6 | 16 | 54 | 337 | 4,493 | 45.8 | 91.9 | 0.4 | 11 | 32 |
| MOT16-14 | 14.3 | 28.1 | 74.7 | 0 | 189 | 822 | 14,990 | 18.9 | 80.9 | 1.1 | 26 | 64 |
Raw data:
