LP2D_16: Linear Programming 2D coordinates baseline
Video not available.
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:
MOT16 |
Short name:
LP2D_16
Detector:
Public
Description:
The tracker builds a graphical model where nodes are the 2D detections. The solution is then found by computing the minimum cost-flow problem.
Reference:
MOT baseline: Linear programming on 2D image coordinates.
Last submitted:
February 28, 2017 (7 years ago)
Published:
February 28, 2017 at 12:16:56 CET
Submissions:
1
Project page / code:
Open source:
Yes
Hardware:
3 GHz, 1 core
Runtime:
49.3 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 | 35.7 | 34.2 | 27.4 | 66 (8.7) | 385 (50.7) | 5,084 | 111,163 | 39.0 | 93.3 | 26.0 | 29.0 | 27.4 | 73.2 | 30.4 | 72.7 | 79.1 | 0.9 | 915 (23.4) | 1,264 (32.4) |
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 | 1.9 | 30.3 | 24.3 | 2 | 39 | 676 | 5,584 | 12.7 | 54.5 | 32.0 | 18.5 | 34.8 | 69.0 | 19.0 | 71.4 | 77.4 | 1.5 | 12 | 66 |
| MOT16-03 | 7.1 | 34.8 | 27.8 | 25 | 79 | 27,412 | 69,492 | 33.5 | 56.1 | 23.6 | 32.9 | 24.4 | 76.7 | 34.5 | 73.6 | 79.2 | 18.3 | 263 | 707 |
| MOT16-06 | 38.9 | 46.4 | 35.2 | 21 | 132 | 318 | 6,659 | 42.3 | 93.9 | 37.9 | 33.0 | 42.6 | 66.1 | 35.0 | 70.1 | 77.8 | 0.3 | 73 | 143 |
| MOT16-07 | 23.0 | 32.2 | 25.1 | 5 | 33 | 1,806 | 10,695 | 34.5 | 75.7 | 24.8 | 25.6 | 27.2 | 59.7 | 26.8 | 70.0 | 77.5 | 3.6 | 67 | 242 |
| MOT16-08 | 7.0 | 29.3 | 24.6 | 6 | 51 | 2,374 | 13,113 | 21.7 | 60.4 | 25.8 | 23.6 | 27.6 | 71.7 | 24.7 | 73.1 | 81.3 | 3.8 | 82 | 143 |
| MOT16-12 | 17.5 | 49.5 | 38.2 | 9 | 68 | 1,021 | 5,719 | 31.1 | 71.6 | 46.6 | 31.4 | 49.4 | 73.5 | 33.1 | 73.0 | 80.2 | 1.1 | 100 | 65 |
| MOT16-14 | 4.1 | 20.9 | 16.5 | 2 | 270 | 1,685 | 15,994 | 13.5 | 59.6 | 18.5 | 14.7 | 20.2 | 60.5 | 15.2 | 68.9 | 77.7 | 2.2 | 43 | 119 |
Raw data:
