OTCD_1_17: real-time online MOT tracker in comressed domain
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Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Benchmark:
MOT17 |
Short name:
OTCD_1_17
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 19, 2019 (4 years ago)
Published:
July 14, 2019 at 15:05:11 CET
Submissions:
2
Project page / code:
Open source:
Yes
Hardware:
2.6GHz CPU， TITAN Xp GPU
Runtime:
15.5 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 | 48.6 | 47.9 | 38.4 | 382 (16.2) | 970 (41.2) | 18,499 | 268,204 | 52.5 | 94.1 | 37.6 | 39.6 | 40.4 | 73.8 | 41.8 | 74.9 | 80.0 | 1.0 | 3,502 (66.7) | 5,588 (106.5) |
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 | 30.9 | 32.8 | 26.3 | 3 | 12 | 169 | 4,260 | 34.0 | 92.8 | 28.1 | 24.6 | 30.9 | 65.2 | 25.6 | 70.1 | 76.7 | 0.4 | 29 | 77 |
| MOT17-01-FRCNN | 31.9 | 35.5 | 33.2 | 6 | 10 | 1,031 | 3,321 | 48.5 | 75.2 | 32.6 | 34.1 | 35.4 | 73.1 | 39.8 | 61.7 | 79.2 | 2.3 | 40 | 60 |
| MOT17-01-SDP | 44.4 | 38.8 | 32.5 | 7 | 5 | 417 | 3,121 | 51.6 | 88.9 | 29.2 | 36.4 | 32.8 | 67.5 | 39.6 | 68.2 | 78.2 | 0.9 | 48 | 102 |
| MOT17-03-DPM | 54.7 | 51.4 | 39.0 | 34 | 25 | 2,825 | 44,305 | 57.7 | 95.5 | 35.6 | 43.0 | 37.9 | 73.4 | 45.2 | 74.8 | 79.0 | 1.9 | 277 | 930 |
| MOT17-03-FRCNN | 59.8 | 57.0 | 45.0 | 42 | 25 | 2,986 | 38,814 | 62.9 | 95.7 | 42.3 | 48.3 | 45.4 | 76.4 | 50.9 | 77.3 | 80.8 | 2.0 | 234 | 462 |
| MOT17-03-SDP | 71.4 | 56.8 | 46.7 | 61 | 16 | 1,059 | 28,493 | 72.8 | 98.6 | 39.4 | 55.5 | 41.8 | 75.4 | 58.0 | 78.6 | 81.0 | 0.7 | 417 | 1,084 |
| MOT17-06-DPM | 37.9 | 47.0 | 35.2 | 24 | 121 | 552 | 6,655 | 43.5 | 90.3 | 39.8 | 31.4 | 45.5 | 66.4 | 33.4 | 69.3 | 77.7 | 0.5 | 106 | 120 |
| MOT17-06-FRCNN | 49.1 | 51.7 | 41.3 | 50 | 68 | 761 | 5,008 | 57.5 | 89.9 | 39.4 | 43.5 | 45.2 | 69.6 | 47.2 | 73.7 | 81.1 | 0.6 | 228 | 218 |
| MOT17-06-SDP | 49.7 | 51.8 | 39.7 | 51 | 84 | 561 | 5,175 | 56.1 | 92.2 | 38.2 | 41.3 | 43.3 | 68.4 | 44.3 | 72.9 | 80.1 | 0.5 | 197 | 146 |
| MOT17-07-DPM | 34.0 | 38.5 | 29.2 | 4 | 28 | 676 | 10,375 | 38.6 | 90.6 | 30.3 | 28.3 | 32.3 | 70.5 | 29.8 | 70.0 | 77.5 | 1.4 | 100 | 241 |
| MOT17-07-FRCNN | 32.9 | 37.2 | 30.7 | 4 | 20 | 1,115 | 10,056 | 40.5 | 86.0 | 32.4 | 29.9 | 34.9 | 71.8 | 32.2 | 68.4 | 78.3 | 2.2 | 157 | 271 |
| MOT17-07-SDP | 42.4 | 43.1 | 34.1 | 7 | 22 | 488 | 9,121 | 46.0 | 94.1 | 34.0 | 34.4 | 35.9 | 72.9 | 36.2 | 73.9 | 79.7 | 1.0 | 119 | 209 |
| MOT17-08-DPM | 25.1 | 28.2 | 25.0 | 7 | 40 | 362 | 15,374 | 27.2 | 94.1 | 29.0 | 21.6 | 31.0 | 75.2 | 22.2 | 76.7 | 81.1 | 0.6 | 85 | 132 |
| MOT17-08-FRCNN | 24.1 | 28.1 | 26.1 | 6 | 38 | 655 | 15,301 | 27.6 | 89.9 | 31.5 | 21.8 | 34.7 | 74.4 | 22.7 | 74.1 | 81.8 | 1.0 | 83 | 109 |
| MOT17-08-SDP | 28.8 | 30.0 | 27.2 | 10 | 38 | 251 | 14,668 | 30.6 | 96.3 | 30.8 | 24.1 | 33.1 | 75.5 | 24.8 | 78.1 | 81.7 | 0.4 | 130 | 188 |
| MOT17-12-DPM | 40.5 | 51.4 | 39.7 | 13 | 47 | 375 | 4,760 | 45.1 | 91.2 | 46.6 | 33.8 | 51.2 | 72.0 | 35.7 | 72.3 | 78.9 | 0.4 | 24 | 67 |
| MOT17-12-FRCNN | 38.8 | 53.4 | 41.6 | 15 | 47 | 466 | 4,812 | 44.5 | 89.2 | 50.6 | 34.3 | 54.5 | 76.5 | 36.6 | 73.4 | 81.0 | 0.5 | 22 | 42 |
| MOT17-12-SDP | 43.7 | 55.0 | 43.4 | 18 | 44 | 211 | 4,652 | 46.3 | 95.0 | 52.7 | 35.8 | 56.1 | 77.0 | 37.5 | 77.0 | 81.8 | 0.2 | 18 | 37 |
| MOT17-14-DPM | 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 |
| MOT17-14-FRCNN | 17.6 | 27.2 | 21.6 | 11 | 76 | 2,255 | 12,233 | 33.8 | 73.5 | 20.2 | 24.1 | 22.4 | 56.3 | 26.7 | 58.0 | 74.4 | 3.0 | 750 | 587 |
| MOT17-14-SDP | 24.5 | 30.7 | 22.2 | 5 | 86 | 728 | 12,930 | 30.0 | 88.4 | 23.0 | 21.6 | 25.0 | 66.1 | 22.8 | 67.0 | 77.1 | 1.0 | 299 | 301 |
Raw data:
