Short name:
SFS
Detector:
Public
Description:
n/a
Reference:
MTSFS： Online Multi-Object Tracking Based on Salient Feature Selection in Crowded Scenes
Last submitted:
May 04, 2020 (3 years ago)
Published:
April 17, 2020 at 10:20:52 CET
Submissions:
4
Project page / code:
n/a
Open source:
No
Hardware:
Runtime:
0.1 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 50.8 | 41.1 | 32.7 | 341 (27.5) | 251 (20.2) | 50,139 | 200,932 | 61.2 | 86.3 | 25.1 | 43.1 | 34.5 | 47.4 | 48.0 | 67.8 | 78.2 | 11.2 | 3,503 (57.3) | 7,617 (124.5) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20-04 | 65.7 | 46.1 | 36.3 | 231 | 75 | 14,726 | 77,939 | 71.6 | 93.0 | 25.4 | 52.2 | 37.2 | 45.7 | 56.7 | 73.7 | 80.1 | 7.1 | 1,470 | 3,889 |
| MOT20-06 | 33.7 | 31.8 | 26.4 | 46 | 97 | 18,710 | 68,212 | 48.6 | 77.5 | 21.1 | 33.5 | 27.4 | 43.9 | 38.0 | 60.7 | 75.5 | 18.6 | 1,088 | 1,945 |
| MOT20-07 | 59.4 | 54.4 | 41.4 | 43 | 9 | 2,695 | 10,511 | 68.2 | 89.3 | 37.1 | 46.7 | 42.0 | 62.3 | 51.5 | 67.5 | 76.5 | 4.6 | 235 | 501 |
| MOT20-08 | 23.9 | 32.0 | 24.6 | 21 | 70 | 14,008 | 44,270 | 42.9 | 70.3 | 21.9 | 28.0 | 25.7 | 53.1 | 32.7 | 53.9 | 73.8 | 17.4 | 710 | 1,282 |
Raw data: