NOMT: Near Online Multi-target Tracker
TUD-Crossing
Benchmark:
MOT15 |
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 (6 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 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT15 | 33.7 | 44.6 | 33.7 | 71.9 | 88 (12.2) | 317 (44.0) | 7,762 | 32,547 | 47.0 | 78.8 | 36.3 | 31.6 | 40.1 | 68.9 | 35.8 | 60.1 | 75.8 | 1.3 | 442 (9.4) | 823 (17.5) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| ADL-Rundle-1 | 19.4 | 45.1 | 36.1 | 73.3 | 10 | 10 | 3,259 | 4,208 | 54.8 | 61.0 | 42.7 | 31.0 | 46.3 | 74.4 | 42.2 | 47.0 | 77.1 | 6.5 | 33 | 48 |
| ADL-Rundle-3 | 44.0 | 45.9 | 33.4 | 74.5 | 8 | 12 | 566 | 5,085 | 50.0 | 90.0 | 31.3 | 36.0 | 36.7 | 64.9 | 38.5 | 69.3 | 77.9 | 0.9 | 40 | 40 |
| AVG-TownCentre | 31.6 | 44.6 | 32.7 | 70.1 | 25 | 82 | 681 | 4,060 | 43.2 | 81.9 | 35.5 | 30.6 | 38.7 | 69.9 | 33.2 | 62.9 | 74.3 | 1.5 | 146 | 233 |
| ETH-Crossing | 29.8 | 44.4 | 28.4 | 74.8 | 2 | 14 | 22 | 678 | 32.4 | 93.7 | 33.8 | 24.0 | 34.9 | 79.2 | 24.9 | 72.0 | 78.7 | 0.1 | 4 | 4 |
| ETH-Jelmoli | 45.0 | 58.0 | 40.9 | 73.5 | 10 | 13 | 323 | 1,060 | 58.2 | 82.1 | 43.3 | 38.8 | 53.5 | 61.0 | 44.6 | 62.8 | 77.3 | 0.7 | 13 | 35 |
| ETH-Linthescher | 15.3 | 23.6 | 22.7 | 74.8 | 11 | 158 | 87 | 7,468 | 16.4 | 94.4 | 41.5 | 12.5 | 44.9 | 74.7 | 12.7 | 73.1 | 78.5 | 0.1 | 12 | 18 |
| KITTI-16 | 46.5 | 65.2 | 42.5 | 73.6 | 2 | 2 | 172 | 727 | 57.3 | 85.0 | 46.1 | 39.2 | 49.5 | 70.7 | 43.7 | 64.9 | 76.6 | 0.8 | 11 | 27 |
| KITTI-19 | 31.7 | 51.7 | 35.7 | 65.4 | 5 | 13 | 1,068 | 2,548 | 52.3 | 72.4 | 38.1 | 34.3 | 42.1 | 63.1 | 39.4 | 54.5 | 71.2 | 1.0 | 33 | 190 |
| PETS09-S2L2 | 53.4 | 43.6 | 32.3 | 70.5 | 6 | 4 | 884 | 3,465 | 64.1 | 87.5 | 24.1 | 43.5 | 26.0 | 63.9 | 47.8 | 65.2 | 74.9 | 2.0 | 142 | 208 |
| TUD-Crossing | 72.1 | 81.2 | 57.4 | 75.1 | 7 | 1 | 38 | 268 | 75.7 | 95.6 | 62.0 | 53.1 | 65.3 | 75.2 | 57.4 | 72.5 | 78.7 | 0.2 | 1 | 11 |
| Venice-1 | 20.0 | 37.1 | 30.0 | 72.5 | 2 | 8 | 662 | 2,980 | 34.7 | 70.5 | 39.5 | 22.9 | 41.4 | 73.9 | 26.5 | 53.8 | 77.0 | 1.5 | 7 | 9 |
Raw data:
