DP_NMS_16: Dynamic Programming
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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.
Benchmark:
MOT16 |
Short name:
DP_NMS_16
Detector:
Public
Description:
A dynamic programming (DP) approximation to the successive shortest path (SSP) solution of a network flow framework.
Parameters:
Reference:
H. Pirsiavash, D. Ramanan, C. Fowlkes. Globally-Optimal Greedy Algorithms for Tracking a Variable Number of Objects. In CVPR, 2011.
Last submitted:
September 28, 2017 (7 years ago)
Published:
February 29, 2016 at 00:49:34 CET
Submissions:
2
Project page / code:
Open source:
Yes
Hardware:
2.6 GHz, 16 Cores
Runtime:
212.6 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 | 26.2 | 31.2 | 24.9 | 31 (4.1) | 512 (67.5) | 3,689 | 130,557 | 28.4 | 93.3 | 28.7 | 21.8 | 30.9 | 70.0 | 22.5 | 73.9 | 79.3 | 0.6 | 365 (12.9) | 638 (22.5) |
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 | 20.2 | 27.3 | 22.8 | 1 | 15 | 19 | 5,051 | 21.0 | 98.6 | 33.1 | 15.8 | 37.3 | 63.6 | 16.0 | 74.1 | 78.1 | 0.0 | 31 | 38 |
| MOT16-03 | 37.7 | 34.4 | 26.6 | 9 | 60 | 809 | 63,846 | 38.9 | 98.1 | 27.7 | 25.6 | 29.4 | 71.7 | 26.4 | 75.5 | 79.6 | 0.5 | 490 | 534 |
| MOT16-06 | 34.5 | 33.5 | 27.4 | 11 | 131 | 40 | 7,326 | 36.5 | 99.1 | 34.2 | 22.1 | 41.3 | 60.0 | 23.3 | 68.4 | 77.8 | 0.0 | 186 | 106 |
| MOT16-07 | 27.2 | 28.4 | 23.6 | 4 | 32 | 48 | 11,747 | 28.0 | 99.0 | 29.9 | 18.7 | 32.2 | 63.9 | 19.4 | 69.3 | 77.4 | 0.1 | 86 | 93 |
| MOT16-08 | 27.5 | 23.9 | 20.6 | 6 | 33 | 101 | 11,950 | 28.5 | 97.9 | 25.9 | 16.5 | 28.7 | 69.5 | 16.9 | 76.4 | 82.0 | 0.2 | 77 | 70 |
| MOT16-12 | 38.8 | 32.1 | 25.9 | 8 | 49 | 67 | 4,978 | 40.0 | 98.0 | 32.6 | 20.6 | 34.9 | 72.7 | 21.5 | 70.3 | 79.4 | 0.1 | 33 | 34 |
| MOT16-14 | 9.3 | 19.1 | 17.2 | 1 | 137 | 40 | 16,647 | 10.0 | 97.9 | 29.7 | 10.0 | 31.7 | 66.0 | 10.2 | 68.8 | 76.1 | 0.1 | 73 | 73 |
Raw data:
