EDR15: Enhanced Detection Reliability for Human Tracking Based Video Analytics

ADL-Rundle-1


Benchmark:

MOT15 |

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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1530.841.632.374.780 (11.1)253 (35.1)11,53130,26450.773.031.233.836.263.040.458.177.82.0743 (14.6)2,283 (45.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-111.338.530.173.6914,3613,80459.155.828.731.832.962.146.744.176.68.793292
ADL-Rundle-325.737.933.181.1482,4814,97251.167.730.935.934.370.344.759.282.34.0105232
AVG-TownCentre31.551.635.769.130651,1823,58249.975.139.332.845.562.437.856.973.72.6130395
ETH-Crossing23.732.925.379.92126769330.982.226.424.334.458.126.169.481.20.3526
ETH-Jelmoli47.949.037.777.491133596162.182.533.043.447.453.350.066.480.00.82681
ETH-Linthescher25.031.525.777.061311786,47527.593.231.021.337.260.522.074.779.90.147243
KITTI-1641.359.739.672.72221976155.381.141.637.744.866.342.662.575.71.01875
KITTI-1932.751.635.269.36141,1042,44454.372.435.635.140.861.441.655.573.71.046214
PETS09-S2L252.239.529.674.0536583,73161.390.020.543.024.150.647.069.077.61.5217532
TUD-Crossing60.255.040.477.2518733569.689.833.049.740.958.955.271.379.90.41755
Venice-125.437.031.175.2258592,50645.170.532.929.934.971.535.856.078.01.939138

Raw data: