EDR16: Enhanced Detection Reliability for Human Tracking Based Video Analytics


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

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 (5 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: