EDR15: Enhanced Detection Reliability for Human Tracking Based Video Analytics

TUD-Crossing


Benchmark:

Short name:

EDR15

Detector:

Public

Description:

The results were obtained based on this reference work together with additional appereance features (person ReID).

Reference:

Z. Fu, X. Lai, S. Naqvi. Enhanced Detection Reliability for Human Tracking Based Video Analytics. In 2019 22th International Conference on Information Fusion (FUSION), 2019.

Last submitted:

September 03, 2019 (1 year ago)

Published:

November 19, 2020 at 12:58:26 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

GTX 1060

Runtime:

12.9 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
2D MOT 201530.841.674.780 (11.1)253 (35.1)11,53130,26450.773.02.0743 (14.6)2,283 (45.0)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
ADL-Rundle-111.338.573.6914,3613,80459.155.88.793292
ADL-Rundle-325.737.981.1482,4814,97251.167.74.0105232
AVG-TownCentre31.551.669.130651,1823,58249.975.12.6130395
ETH-Crossing23.732.979.92126769330.982.20.3526
ETH-Jelmoli47.949.077.491133596162.182.50.82681
ETH-Linthescher25.031.577.061311786,47527.593.20.147243
KITTI-1641.359.772.72221976155.381.11.01875
KITTI-1932.751.669.36141,1042,44454.372.41.046214
PETS09-S2L252.239.574.0536583,73161.390.01.5217532
TUD-Crossing60.255.077.2518733569.689.80.41755
Venice-125.437.075.2258592,50645.170.51.939138

Raw data: