EDR16: Enhanced Detection Reliability for Human Tracking Based Video Analytics

MOT16-01


Benchmark:

MOT16 |

Short name:

EDR16

Detector:

Public

Description:

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

Reference:

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

Last submitted:

September 03, 2019 (1 year ago)

Published:

November 19, 2020 at 12:49:33 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

GTX 1060

Runtime:

19.7 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1646.146.277.1106 (14.0)289 (38.1)4,41892,84949.195.30.71,061 (21.6)3,102 (63.2)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0135.743.074.7481363,93638.594.80.340112
MOT16-0352.147.876.626262,16647,32754.796.41.45851,830
MOT16-0650.251.377.140932815,39453.395.60.274191
MOT16-0744.145.775.76163458,67746.895.70.7103355
MOT16-0832.135.481.672362410,62736.590.71.0112203
MOT16-1243.453.681.215335584,09450.688.30.63998
MOT16-1428.539.476.789030812,79430.894.90.4108313

Raw data: