FOR_Tracking: (Fast) Online Relational Tracking with Camera Motion Suppression
MOT20-08
Short name:
FOR_Tracking
Detector:
Private
Description:
Reference:
M. Nasseri, M. Babaee, H. Moradi, R. Hosseini. Online relational tracking with camera motion suppression. In Journal of Visual Communication and Image Representation, 2022.
Last submitted:
August 19, 2022 (3 years ago)
Published:
August 21, 2022 at 09:30:48 CET
Submissions:
2
Project page / code:
Open source:
No
Hardware:
Core i5_8265u
Runtime:
15.6 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 | 76.8 | 76.4 | 61.4 | 857 (69.0) | 133 (10.7) | 27,112 | 91,254 | 82.4 | 94.0 | 60.6 | 62.3 | 66.2 | 76.8 | 68.0 | 77.6 | 82.9 | 6.1 | 1,443 (0.0) | 3,056 (0.0) |
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 | 87.1 | 84.4 | 67.8 | 576 | 12 | 16,040 | 18,703 | 93.2 | 94.1 | 65.6 | 70.2 | 71.7 | 78.2 | 77.1 | 77.9 | 83.2 | 7.7 | 512 | 1,161 |
| MOT20-06 | 65.2 | 64.0 | 52.1 | 134 | 72 | 5,116 | 40,560 | 69.4 | 94.7 | 50.9 | 53.4 | 55.9 | 72.8 | 57.1 | 78.0 | 82.5 | 5.1 | 524 | 994 |
| MOT20-07 | 83.1 | 77.8 | 65.4 | 90 | 3 | 1,539 | 3,925 | 88.1 | 95.0 | 63.1 | 68.1 | 68.3 | 79.1 | 74.4 | 80.2 | 84.7 | 2.6 | 119 | 183 |
| MOT20-08 | 57.7 | 64.0 | 48.6 | 57 | 46 | 4,417 | 28,066 | 63.8 | 91.8 | 50.3 | 47.1 | 54.4 | 74.2 | 51.4 | 73.9 | 81.4 | 5.5 | 288 | 718 |
Raw data:
