Ensemble Feature on Markov Chain for Multi Object Tracking
Short name:
EFMC
Benchmark:
Description:
n/a
Hardware:
Intel(R) Core(TM) i-5-6400 CPU @ 2.70GHz 2.71 GHz
Detector:
Public
Processing:
Online
Last submitted:
August 15, 2018 (4 months ago)
Published:
August 15, 2018 at 14:56:47 CET
Submissions:
1
Open source:
No
Project page / code:
n/a
Reference:
Anonymous submission
Benchmark performance:
| MOTA | MOTP | FAF | MT | ML | FP | FN | ID Sw. | Frag | Specifications | Detector |
| 14.9 | 71.4 | 1.0 | 3.3 % | 50.5 % | 5,583 | 41,085 | 5,623 | 3,443 | Intel(R) Core(TM) i-5-6400 CPU @ 2.70GHz 2.71 GHz | Public |
| IDF1 | ID Precision | ID Recall |
| 11.5 | 19.3 | 8.2 |
Detailed performance:
| Sequence | MOTA | IDF1 | MOTP | FAF | GT | MT | ML | FP | FN | ID Sw | Frag |
| TUD-Crossing | 38.8 | 21.0 | 73.0 | 0.0 | 13 | 15.4 % | 15.4 % | 6 | 559 | 109 | 78 |
| PETS09-S2L2 | 23.9 | 8.6 | 70.0 | 1.2 | 42 | 2.4 % | 23.8 % | 526 | 5,445 | 1,361 | 735 |
| ETH-Jelmoli | 21.4 | 19.2 | 74.0 | 0.4 | 45 | 4.4 % | 37.8 % | 172 | 1,563 | 258 | 178 |
| ETH-Linthescher | 7.3 | 7.5 | 74.3 | 0.1 | 197 | 1.0 % | 83.8 % | 74 | 7,885 | 317 | 266 |
| ETH-Crossing | 14.8 | 14.9 | 74.8 | 0.1 | 26 | 0.0 % | 61.5 % | 22 | 769 | 64 | 41 |
| AVG-TownCentre | 7.3 | 11.2 | 69.4 | 0.8 | 226 | 3.1 % | 45.1 % | 358 | 5,039 | 1,232 | 627 |
| ADL-Rundle-1 | 6.7 | 11.1 | 72.1 | 4.9 | 32 | 15.6 % | 31.3 % | 2,457 | 5,575 | 648 | 469 |
| ADL-Rundle-3 | 26.9 | 13.6 | 72.9 | 1.0 | 44 | 4.5 % | 29.5 % | 621 | 6,235 | 571 | 269 |
| KITTI-16 | 14.6 | 10.8 | 74.2 | 0.6 | 17 | 0.0 % | 17.6 % | 120 | 1,082 | 251 | 153 |
| KITTI-19 | 10.1 | 14.4 | 66.4 | 0.8 | 62 | 4.8 % | 29.0 % | 803 | 3,409 | 592 | 453 |
| Venice-1 | 8.7 | 9.5 | 73.1 | 0.9 | 17 | 0.0 % | 47.1 % | 424 | 3,524 | 220 | 174 |
Raw data:
n/a
