EDR16: Enhanced Detection Reliability for Human Tracking Based Video Analytics
MOT16-06
Benchmark:
MOT16 |
Short name:
EDR16
Detector:
Public
Description:
The results were obtained based on this reference work together with additional appearance features (person ReID).
Reference:
Z. Fu, X. Lai, S. Naqvi. Enhanced Detection Reliability for Human Tracking Based Video Analytics. In International Conference on Information Fusion (FUSION), 2019.
Last submitted:
September 03, 2019 (4 years ago)
Published:
November 19, 2020 at 12:49:33 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
GTX 1060
Runtime:
19.7 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 46.1 | 46.2 | 36.0 | 106 (14.0) | 289 (38.1) | 4,418 | 92,849 | 49.1 | 95.3 | 35.4 | 37.1 | 39.4 | 67.8 | 39.0 | 75.7 | 80.4 | 0.7 | 1,061 (21.6) | 3,102 (63.2) |
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 | 35.7 | 43.0 | 33.6 | 4 | 8 | 136 | 3,936 | 38.5 | 94.8 | 39.8 | 28.6 | 44.2 | 70.6 | 29.7 | 73.3 | 78.6 | 0.3 | 40 | 112 |
| MOT16-03 | 52.1 | 47.8 | 37.0 | 26 | 26 | 2,166 | 47,327 | 54.7 | 96.4 | 33.6 | 41.2 | 36.7 | 65.9 | 43.2 | 76.1 | 80.1 | 1.4 | 585 | 1,830 |
| MOT16-06 | 50.2 | 51.3 | 40.0 | 40 | 93 | 281 | 5,394 | 53.3 | 95.6 | 40.2 | 40.1 | 52.1 | 60.8 | 42.2 | 75.8 | 80.4 | 0.2 | 74 | 191 |
| MOT16-07 | 44.1 | 45.7 | 34.9 | 6 | 16 | 345 | 8,677 | 46.8 | 95.7 | 36.0 | 34.8 | 39.0 | 73.1 | 36.4 | 74.4 | 79.4 | 0.7 | 103 | 355 |
| MOT16-08 | 32.1 | 35.4 | 30.7 | 7 | 23 | 624 | 10,627 | 36.5 | 90.7 | 32.6 | 29.2 | 36.8 | 71.1 | 30.8 | 76.6 | 83.9 | 1.0 | 112 | 203 |
| MOT16-12 | 43.4 | 53.6 | 43.5 | 15 | 33 | 558 | 4,094 | 50.6 | 88.3 | 49.1 | 38.6 | 55.8 | 73.5 | 42.3 | 73.7 | 83.6 | 0.6 | 39 | 98 |
| MOT16-14 | 28.5 | 39.4 | 28.8 | 8 | 90 | 308 | 12,794 | 30.8 | 94.9 | 35.7 | 23.4 | 38.0 | 74.0 | 24.2 | 74.7 | 80.0 | 0.4 | 108 | 313 |
Raw data:
