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 (2 years 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 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1646.146.236.0106 (14.0)289 (38.1)4,41892,84949.195.335.437.139.467.839.075.780.40.71,061 (21.6)3,102 (63.2)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0135.743.033.6481363,93638.594.839.828.644.270.629.773.378.60.340112
MOT16-0352.147.837.026262,16647,32754.796.433.641.236.765.943.276.180.11.45851,830
MOT16-0650.251.340.040932815,39453.395.640.240.152.160.842.275.880.40.274191
MOT16-0744.145.734.96163458,67746.895.736.034.839.073.136.474.479.40.7103355
MOT16-0832.135.430.772362410,62736.590.732.629.236.871.130.876.683.91.0112203
MOT16-1243.453.643.515335584,09450.688.349.138.655.873.542.373.783.60.63998
MOT16-1428.539.428.889030812,79430.894.935.723.438.074.024.274.780.00.4108313

Raw data: