Benchmark:
MOT15 |
Short name:
oICF
Detector:
Public
Description:
n/a
Reference:
H. Kieritz, S. Becker, W. Hübner, M. Arens. Online Multi-Person Tracking using Integral Channel Features. In IEEE Advanced Video and Signal-based Surveillance (AVSS) 2016, 2016.
Last submitted:
March 27, 2016 (8 years ago)
Published:
April 15, 2016 at 18:24:36 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
2.30GHz, 2 Core
Runtime:
1.4 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT15 | 27.1 | 40.5 | 30.1 | 46 (6.4) | 351 (48.7) | 7,594 | 36,757 | 40.2 | 76.5 | 33.1 | 27.6 | 39.6 | 57.7 | 30.8 | 58.6 | 74.0 | 1.3 | 454 (11.3) | 1,660 (41.3) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| ADL-Rundle-1 | 27.7 | 46.5 | 33.5 | 4 | 10 | 1,526 | 5,178 | 44.4 | 73.0 | 39.0 | 29.1 | 43.3 | 67.1 | 33.9 | 55.8 | 75.3 | 3.1 | 24 | 141 |
| ADL-Rundle-3 | 33.5 | 42.4 | 31.5 | 4 | 12 | 1,215 | 5,478 | 46.1 | 79.4 | 31.6 | 31.7 | 36.6 | 57.7 | 35.5 | 61.2 | 75.7 | 1.9 | 63 | 150 |
| AVG-TownCentre | 15.4 | 36.2 | 27.8 | 11 | 97 | 1,548 | 4,417 | 38.2 | 63.8 | 31.2 | 25.0 | 45.9 | 44.7 | 29.6 | 49.5 | 71.9 | 3.4 | 82 | 394 |
| ETH-Crossing | 22.3 | 38.5 | 24.0 | 1 | 16 | 38 | 741 | 26.1 | 87.3 | 30.2 | 19.1 | 34.2 | 64.4 | 20.0 | 66.8 | 76.4 | 0.2 | 0 | 10 |
| ETH-Jelmoli | 43.6 | 58.9 | 39.5 | 7 | 14 | 202 | 1,219 | 52.0 | 86.7 | 43.5 | 36.2 | 52.4 | 62.4 | 39.3 | 65.6 | 75.6 | 0.5 | 10 | 51 |
| ETH-Linthescher | 13.4 | 21.0 | 20.3 | 6 | 164 | 149 | 7,568 | 15.3 | 90.1 | 36.4 | 11.4 | 44.8 | 60.0 | 11.6 | 68.6 | 76.0 | 0.1 | 12 | 48 |
| KITTI-16 | 36.0 | 51.3 | 34.1 | 0 | 3 | 238 | 832 | 51.1 | 78.5 | 34.7 | 33.7 | 42.4 | 54.6 | 38.4 | 59.1 | 74.7 | 1.1 | 19 | 63 |
| KITTI-19 | 18.0 | 46.1 | 32.7 | 3 | 20 | 1,148 | 3,182 | 40.4 | 65.3 | 37.7 | 29.1 | 43.1 | 59.1 | 32.8 | 52.9 | 69.8 | 1.1 | 52 | 249 |
| PETS09-S2L2 | 41.5 | 39.4 | 27.8 | 4 | 4 | 954 | 4,508 | 53.2 | 84.3 | 21.3 | 36.7 | 25.2 | 48.8 | 39.7 | 62.8 | 72.8 | 2.2 | 180 | 477 |
| TUD-Crossing | 64.2 | 69.6 | 48.7 | 5 | 2 | 20 | 370 | 66.4 | 97.3 | 50.6 | 46.9 | 60.8 | 63.0 | 49.7 | 72.7 | 78.3 | 0.1 | 4 | 26 |
| Venice-1 | 16.1 | 31.7 | 24.7 | 1 | 9 | 556 | 3,264 | 28.5 | 70.0 | 30.7 | 19.9 | 34.4 | 63.4 | 22.3 | 54.9 | 75.7 | 1.2 | 8 | 51 |
Raw data: