HAM_HI: Historical Appearance Matching and Hierarchical Initialization
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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.
Benchmark:
Short name:
HAM_HI
Detector:
Public
Description:
n/a
Reference:
Y. Yoon, A. Boragule, Y. Song, K. Yoon, M. Jeon. Online Multi-Object Tracking with Historical Appearance Matching and Scene Adaptive Detection Filtering. In IEEE AVSS, 2018.
Last submitted:
June 10, 2019 (5 years ago)
Published:
June 16, 2019 at 00:00:00 CET
Submissions:
1
Project page / code:
Open source:
Yes
Hardware:
3.0GHZ, 1 Core, TITAN X
Runtime:
0.8 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| CVPR 2019 Tracking Challenge | 43.0 | 43.6 | 0.0 | 353 (28.1) | 274 (21.8) | 72,018 | 243,055 | 56.6 | 81.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 16.1 | 4,153 (73.4) | 4,801 (84.8) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| CVPR19-04 | 63.1 | 54.3 | 0.0 | 258 | 95 | 8,472 | 107,826 | 66.1 | 96.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.1 | 1,188 | 1,294 |
| CVPR19-06 | 16.6 | 28.4 | 0.0 | 34 | 83 | 34,488 | 73,201 | 44.2 | 62.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 34.2 | 1,682 | 1,998 |
| CVPR19-07 | 47.8 | 46.0 | 0.0 | 46 | 15 | 4,455 | 12,435 | 62.4 | 82.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 7.6 | 378 | 410 |
| CVPR19-08 | 3.0 | 24.4 | 0.0 | 15 | 81 | 24,603 | 49,593 | 35.9 | 53.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 30.5 | 905 | 1,099 |
Raw data:
