NOMT: Near Online Multi-target Tracker
TUD-Crossing
Benchmark:
Short name:
NOMT
Detector:
Public
Description:
Near Online Multi-target Tracker with Aggregated Local Flow Descriptor
Reference:
W. Choi. Near-Online Multi-target Tracking with Aggregated Local Flow Descriptor. In ICCV, 2015.
Last submitted:
March 19, 2015 (5 years ago)
Published:
January 24, 2015 at 09:04:40 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
2.4 GHZ, 16 Core
Runtime:
11.5 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| 2D MOT 2015 | 33.7 | 44.6 | 71.9 | 88 (12.2) | 317 (44.0) | 7,762 | 32,547 | 47.0 | 78.8 | 1.3 | 442 (9.4) | 823 (17.5) |
Detailed performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| ADL-Rundle-1 | 19.4 | 45.1 | 73.3 | 10 | 10 | 3,259 | 4,208 | 54.8 | 61.0 | 6.5 | 33 | 48 |
| ADL-Rundle-3 | 44.0 | 45.9 | 74.5 | 8 | 12 | 566 | 5,085 | 50.0 | 90.0 | 0.9 | 40 | 40 |
| AVG-TownCentre | 31.6 | 44.6 | 70.1 | 25 | 82 | 681 | 4,060 | 43.2 | 81.9 | 1.5 | 146 | 233 |
| ETH-Crossing | 29.8 | 44.4 | 74.8 | 2 | 14 | 22 | 678 | 32.4 | 93.7 | 0.1 | 4 | 4 |
| ETH-Jelmoli | 45.0 | 58.0 | 73.5 | 10 | 13 | 323 | 1,060 | 58.2 | 82.1 | 0.7 | 13 | 35 |
| ETH-Linthescher | 15.3 | 23.6 | 74.8 | 11 | 158 | 87 | 7,468 | 16.4 | 94.4 | 0.1 | 12 | 18 |
| KITTI-16 | 46.5 | 65.2 | 73.6 | 2 | 2 | 172 | 727 | 57.3 | 85.0 | 0.8 | 11 | 27 |
| KITTI-19 | 31.7 | 51.7 | 65.4 | 5 | 13 | 1,068 | 2,548 | 52.3 | 72.4 | 1.0 | 33 | 190 |
| PETS09-S2L2 | 53.4 | 43.6 | 70.5 | 6 | 4 | 884 | 3,465 | 64.1 | 87.5 | 2.0 | 142 | 208 |
| TUD-Crossing | 72.1 | 81.2 | 75.1 | 7 | 1 | 38 | 268 | 75.7 | 95.6 | 0.2 | 1 | 11 |
| Venice-1 | 20.0 | 37.1 | 72.5 | 2 | 8 | 662 | 2,980 | 34.7 | 70.5 | 1.5 | 7 | 9 |
Raw data:
