FOR_Tracking: (Fast) Online Relational Tracking with Camera Motion Suppression
MOT17-08-DPM
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:
September 04, 2022 (3 years ago)
Published:
September 04, 2022 at 11:35:56 CET
Submissions:
3
Project page / code:
Open source:
No
Hardware:
Core i5_8265u
Runtime:
60.7 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17 | 80.4 | 77.7 | 63.3 | 1,308 (55.5) | 255 (10.8) | 28,674 | 79,452 | 85.9 | 94.4 | 62.2 | 64.7 | 67.0 | 78.9 | 70.6 | 77.6 | 82.8 | 1.6 | 2,298 (0.0) | 4,671 (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 |
| MOT17-01-DPM | 63.9 | 71.0 | 56.3 | 13 | 5 | 528 | 1,785 | 72.3 | 89.8 | 59.1 | 53.6 | 64.3 | 78.4 | 59.9 | 74.4 | 83.3 | 1.2 | 17 | 75 |
| MOT17-01-FRCNN | 63.9 | 71.0 | 56.3 | 13 | 5 | 528 | 1,785 | 72.3 | 89.8 | 59.1 | 53.6 | 64.3 | 78.4 | 59.9 | 74.4 | 83.3 | 1.2 | 17 | 75 |
| MOT17-01-SDP | 63.9 | 71.0 | 56.3 | 13 | 5 | 528 | 1,785 | 72.3 | 89.8 | 59.1 | 53.6 | 64.3 | 78.4 | 59.9 | 74.4 | 83.3 | 1.2 | 17 | 75 |
| MOT17-03-DPM | 92.5 | 87.3 | 70.9 | 141 | 0 | 3,515 | 4,258 | 95.9 | 96.6 | 69.2 | 73.0 | 73.4 | 81.5 | 78.6 | 79.1 | 82.7 | 2.3 | 91 | 257 |
| MOT17-03-FRCNN | 92.5 | 87.3 | 70.9 | 141 | 0 | 3,515 | 4,258 | 95.9 | 96.6 | 69.2 | 73.0 | 73.4 | 81.5 | 78.6 | 79.1 | 82.7 | 2.3 | 91 | 257 |
| MOT17-03-SDP | 92.5 | 87.3 | 70.9 | 141 | 0 | 3,515 | 4,258 | 95.9 | 96.6 | 69.2 | 73.0 | 73.4 | 81.5 | 78.6 | 79.1 | 82.7 | 2.3 | 91 | 257 |
| MOT17-06-DPM | 63.2 | 67.4 | 52.5 | 112 | 41 | 1,292 | 2,897 | 75.4 | 87.3 | 51.8 | 53.6 | 64.9 | 66.3 | 61.3 | 71.0 | 81.8 | 1.1 | 151 | 209 |
| MOT17-06-FRCNN | 63.2 | 67.4 | 52.5 | 112 | 41 | 1,292 | 2,897 | 75.4 | 87.3 | 51.8 | 53.6 | 64.9 | 66.3 | 61.3 | 71.0 | 81.8 | 1.1 | 151 | 209 |
| MOT17-06-SDP | 63.2 | 67.4 | 52.5 | 112 | 41 | 1,292 | 2,897 | 75.4 | 87.3 | 51.8 | 53.6 | 64.9 | 66.3 | 61.3 | 71.0 | 81.8 | 1.1 | 151 | 209 |
| MOT17-07-DPM | 74.0 | 65.2 | 53.4 | 32 | 2 | 738 | 3,566 | 78.9 | 94.8 | 47.0 | 60.9 | 51.2 | 74.1 | 65.8 | 79.0 | 83.6 | 1.5 | 86 | 202 |
| MOT17-07-FRCNN | 74.0 | 65.2 | 53.4 | 32 | 2 | 738 | 3,566 | 78.9 | 94.8 | 47.0 | 60.9 | 51.2 | 74.1 | 65.8 | 79.0 | 83.6 | 1.5 | 86 | 202 |
| MOT17-07-SDP | 74.0 | 65.2 | 53.4 | 32 | 2 | 738 | 3,566 | 78.9 | 94.8 | 47.0 | 60.9 | 51.2 | 74.1 | 65.8 | 79.0 | 83.6 | 1.5 | 86 | 202 |
| MOT17-08-DPM | 64.7 | 56.4 | 48.9 | 40 | 6 | 1,612 | 5,658 | 73.2 | 90.6 | 44.7 | 54.5 | 51.2 | 68.7 | 60.6 | 75.0 | 82.7 | 2.6 | 197 | 360 |
| MOT17-08-FRCNN | 64.7 | 56.4 | 48.9 | 40 | 6 | 1,612 | 5,658 | 73.2 | 90.6 | 44.7 | 54.5 | 51.2 | 68.7 | 60.6 | 75.0 | 82.7 | 2.6 | 197 | 360 |
| MOT17-08-SDP | 64.7 | 56.4 | 48.9 | 40 | 6 | 1,612 | 5,658 | 73.2 | 90.6 | 44.7 | 54.5 | 51.2 | 68.7 | 60.6 | 75.0 | 82.7 | 2.6 | 197 | 360 |
| MOT17-12-DPM | 65.8 | 73.9 | 60.8 | 42 | 12 | 812 | 2,117 | 75.6 | 89.0 | 64.9 | 57.2 | 70.0 | 82.4 | 64.7 | 76.1 | 85.5 | 0.9 | 36 | 125 |
| MOT17-12-FRCNN | 65.8 | 73.9 | 60.8 | 42 | 12 | 812 | 2,117 | 75.6 | 89.0 | 64.9 | 57.2 | 70.0 | 82.4 | 64.7 | 76.1 | 85.5 | 0.9 | 36 | 125 |
| MOT17-12-SDP | 65.8 | 73.9 | 60.8 | 42 | 12 | 812 | 2,117 | 75.6 | 89.0 | 64.9 | 57.2 | 70.0 | 82.4 | 64.7 | 76.1 | 85.5 | 0.9 | 36 | 125 |
| MOT17-14-DPM | 59.7 | 63.8 | 48.7 | 56 | 19 | 1,061 | 6,203 | 66.4 | 92.0 | 48.5 | 49.2 | 51.1 | 81.3 | 53.7 | 74.3 | 81.8 | 1.4 | 188 | 329 |
| MOT17-14-FRCNN | 59.7 | 63.8 | 48.7 | 56 | 19 | 1,061 | 6,203 | 66.4 | 92.0 | 48.5 | 49.2 | 51.1 | 81.3 | 53.7 | 74.3 | 81.8 | 1.4 | 188 | 329 |
| MOT17-14-SDP | 59.7 | 63.8 | 48.7 | 56 | 19 | 1,061 | 6,203 | 66.4 | 92.0 | 48.5 | 49.2 | 51.1 | 81.3 | 53.7 | 74.3 | 81.8 | 1.4 | 188 | 329 |
Raw data:
