GMMCP: GMMCP-Tracker: Globally Optimal Generalized Maximum Multi Clique Problem for Multiple Object Tracking
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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:
GMMCP
Detector:
Public
Description:
n/a
Reference:
A. Dehghan, S. Assari, M. Shah.. GMMCP-Tracker:Globally Optimal Generalized Maximum Multi Clique Problem for Multiple Object Tracking. In CVPR, 2015.
Last submitted:
November 14, 2017 (6 years ago)
Published:
November 15, 2017 at 09:57:17 CET
Submissions:
1
Project page / code:
Open source:
Yes
Hardware:
1 Cores, 3 GHZ
Runtime:
0.5 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 38.1 | 35.5 | 28.7 | 65 (8.6) | 386 (50.9) | 6,607 | 105,315 | 42.2 | 92.1 | 26.3 | 31.4 | 27.4 | 76.3 | 33.2 | 72.3 | 79.1 | 1.1 | 937 (22.2) | 1,669 (39.5) |
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 | 29.0 | 31.4 | 25.2 | 2 | 11 | 100 | 4,416 | 30.9 | 95.2 | 28.2 | 22.7 | 30.5 | 66.9 | 23.4 | 71.9 | 77.0 | 0.2 | 25 | 71 |
| MOT16-03 | 44.3 | 37.3 | 30.3 | 22 | 37 | 4,575 | 53,102 | 49.2 | 91.8 | 25.4 | 36.3 | 26.4 | 76.6 | 38.6 | 72.1 | 79.2 | 3.1 | 538 | 1,007 |
| MOT16-06 | 38.1 | 40.2 | 31.5 | 20 | 128 | 187 | 6,879 | 40.4 | 96.1 | 33.1 | 30.1 | 35.1 | 75.1 | 31.1 | 74.1 | 78.5 | 0.2 | 76 | 84 |
| MOT16-07 | 35.1 | 35.1 | 27.6 | 5 | 25 | 418 | 10,082 | 38.2 | 93.7 | 26.9 | 28.6 | 28.0 | 75.5 | 29.7 | 72.7 | 77.7 | 0.8 | 87 | 204 |
| MOT16-08 | 27.8 | 32.7 | 27.3 | 5 | 30 | 577 | 11,437 | 31.7 | 90.2 | 30.1 | 24.9 | 31.3 | 78.2 | 26.0 | 74.2 | 81.5 | 0.9 | 63 | 88 |
| MOT16-12 | 36.9 | 34.3 | 28.2 | 10 | 46 | 335 | 4,836 | 41.7 | 91.2 | 25.4 | 31.3 | 26.2 | 76.3 | 33.1 | 72.3 | 80.0 | 0.4 | 66 | 61 |
| MOT16-14 | 18.5 | 24.8 | 18.8 | 1 | 109 | 415 | 14,563 | 21.2 | 90.4 | 22.5 | 15.9 | 23.5 | 74.3 | 16.4 | 69.8 | 77.8 | 0.6 | 82 | 154 |
Raw data:
