OTCD_1_16: real-time online MOT tracker in comressed domain
MOT16-14
Benchmark:
MOT16 |
Short name:
OTCD_1_16
Detector:
Public
Description:
n/a
Reference:
Q. Liu, B. Liu, Y. Wu, W. Li, N. Yu. Real-Time Online Multi-Object Tracking in Compressed Domain. In IEEE Access, 2019.
Last submitted:
November 29, 2019 (5 years ago)
Published:
November 29, 2019 at 10:10:48 CET
Submissions:
1
Project page / code:
Open source:
Yes
Hardware:
2.6GHz CPU， TITAN Xp GPU
Runtime:
17.6 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 44.4 | 45.6 | 35.2 | 88 (11.6) | 361 (47.6) | 5,759 | 94,927 | 47.9 | 93.8 | 34.8 | 35.7 | 37.3 | 72.2 | 37.5 | 73.4 | 78.7 | 1.0 | 759 (15.8) | 1,787 (37.3) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16-01 | 31.1 | 33.0 | 26.5 | 3 | 11 | 169 | 4,205 | 34.2 | 92.8 | 28.4 | 24.8 | 31.2 | 65.2 | 25.9 | 70.1 | 76.7 | 0.4 | 29 | 77 |
| MOT16-03 | 54.5 | 51.3 | 39.0 | 33 | 25 | 2,943 | 44,304 | 57.6 | 95.3 | 35.6 | 42.9 | 37.9 | 73.4 | 45.1 | 74.6 | 78.9 | 2.0 | 277 | 944 |
| MOT16-06 | 38.5 | 47.7 | 35.5 | 24 | 118 | 566 | 6,423 | 44.3 | 90.0 | 39.9 | 31.9 | 45.6 | 66.2 | 34.1 | 69.2 | 77.7 | 0.5 | 105 | 125 |
| MOT16-07 | 35.3 | 39.6 | 29.8 | 4 | 20 | 662 | 9,792 | 40.0 | 90.8 | 30.4 | 29.3 | 32.4 | 70.6 | 30.9 | 70.2 | 77.5 | 1.3 | 100 | 239 |
| MOT16-08 | 31.0 | 33.1 | 27.9 | 7 | 27 | 420 | 11,045 | 34.0 | 93.1 | 29.2 | 26.8 | 31.2 | 75.0 | 27.8 | 76.2 | 81.1 | 0.7 | 85 | 130 |
| MOT16-12 | 41.5 | 52.6 | 40.4 | 13 | 42 | 443 | 4,388 | 47.1 | 89.8 | 46.6 | 35.1 | 51.1 | 71.9 | 37.4 | 71.3 | 78.8 | 0.5 | 24 | 67 |
| MOT16-14 | 16.3 | 22.1 | 17.5 | 4 | 118 | 556 | 14,770 | 20.1 | 87.0 | 20.5 | 15.0 | 22.3 | 61.3 | 15.5 | 67.1 | 76.8 | 0.7 | 139 | 205 |
Raw data:
