Learning Weighted Correlation Filter for Online Multi-Object Tracking

MOT17-01-DPM MOT17-03-DPM MOT17-06-DPM MOT17-07-DPM MOT17-08-DPM MOT17-12-DPM MOT17-14-DPM MOT17-01-FRCNN MOT17-03-FRCNN MOT17-06-FRCNN

Short name:

WCFMT17

Benchmark:

Description:

n/a

Hardware:

3.6 GHZ, 4 Core

Detector:

Public

Processing:

Batch

Last submitted:

July 04, 2018 (5 months ago)

Published:

July 04, 2018 at 03:38:22 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
47.376.82.421.9 % 30.7 % 43,253250,3023,5566,0713.6 GHZ, 4 CorePublic
IDF1ID PrecisionID Recall
52.367.442.7

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM29.041.072.70.62420.8 % 50.0 % 2814,2673361
MOT17-03-DPM47.647.376.71.614812.8 % 24.3 % 2,35252,168373734
MOT17-06-DPM44.750.873.20.822215.3 % 38.3 % 9125,487114203
MOT17-07-DPM37.142.474.51.1608.3 % 43.3 % 5669,99569160
MOT17-08-DPM24.932.979.71.07610.5 % 51.3 % 60915,164101120
MOT17-12-DPM39.952.378.10.39111.0 % 52.7 % 2394,9432849
MOT17-14-DPM21.235.074.72.11646.1 % 54.9 % 1,60412,86494245
MOT17-01-FRCNN25.149.976.53.72425.0 % 29.2 % 1,6583,1522158
MOT17-03-FRCNN59.859.977.42.314828.4 % 16.2 % 3,39538,366282515
MOT17-06-FRCNN54.556.777.80.922229.7 % 20.3 % 1,1324,105126257
MOT17-07-FRCNN28.341.273.87.16010.0 % 15.0 % 3,5708,313235372
MOT17-08-FRCNN22.730.879.61.67610.5 % 47.4 % 98015,25592133
MOT17-12-FRCNN24.948.677.32.49117.6 % 37.4 % 2,1254,3344664
MOT17-14-FRCNN2.433.470.59.516411.0 % 34.8 % 7,10210,491454654
MOT17-01-SDP31.549.374.24.52433.3 % 16.7 % 2,0232,33261129
MOT17-03-SDP75.268.578.21.414853.4 % 8.1 % 2,11523,240584882
MOT17-06-SDP54.352.376.41.222242.8 % 25.2 % 1,4903,723178232
MOT17-07-SDP46.754.476.14.06026.7 % 16.7 % 2,0086,842152281
MOT17-08-SDP29.335.577.82.37613.2 % 38.2 % 1,41313,306215333
MOT17-12-SDP31.654.078.12.49126.4 % 30.8 % 2,1493,7304695
MOT17-14-SDP24.246.271.97.416418.9 % 22.0 % 5,5308,225252494

Raw data:

n/a


WCFMT17