Benchmark:
Short name:
MPLT
Detector:
Public
Description:
USING PANORAMIC VIDEOS FOR MULTI-PERSON LOCALIZATION AND TRACKING IN A 3D PANORAMIC COORDINATE
Reference:
F. Fan Yang, S. Nakamura. Using panoramic videos for multi-person localization and tracking in a 3D panoramic coordinate. In ICASSP, 2020.
Last submitted:
October 01, 2019 (5 years ago)
Published:
September 29, 2019 at 02:12:16 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
1 GPU
Runtime:
0.4 Hz
Benchmark performance:
Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
3D MOT 2015 | 54.2 | 48.8 | 0.0 | 82 (30.6) | 56 (20.9) | 2,385 | 4,930 | 70.6 | 83.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.7 | 366 (5.2) | 538 (7.6) |
Detailed performance:
Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
AVG-TownCentre | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 |
PETS09-S2L2 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 |
Raw data: