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:

ts_WCFMT

Benchmark:

Description:

n/a

Hardware:

3.6 GHZ, 4 Core

Detector:

Public

Processing:

Online

Last submitted:

July 07, 2018 (5 months ago)

Published:

March 02, 2018 at 06:43:36 CET

Submissions:

2

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
48.476.91.821.0 % 32.5 % 32,037255,4723,4106,3513.6 GHZ, 4 CorePublic
IDF1ID PrecisionID Recall
51.468.241.2

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-DPM25.431.479.80.5767.9 % 50.0 % 30615,36383151
MOT17-12-DPM39.548.877.50.59116.5 % 48.4 % 4104,8032873
MOT17-14-DPM21.235.074.72.11646.1 % 54.9 % 1,60412,86494245
MOT17-01-FRCNN27.233.576.23.02420.8 % 33.3 % 1,3403,3084576
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-FRCNN34.140.374.93.0608.3 % 26.7 % 1,4919,444190398
MOT17-08-FRCNN22.328.179.81.3769.2 % 50.0 % 81615,52675129
MOT17-12-FRCNN34.850.378.40.99116.5 % 48.4 % 7904,8342756
MOT17-14-FRCNN18.234.071.54.31647.3 % 43.3 % 3,22811,603279575
MOT17-01-SDP35.537.373.73.12433.3 % 16.7 % 1,3972,66893177
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-SDP46.943.176.03.16025.0 % 16.7 % 1,5537,223196365
MOT17-08-SDP29.335.577.82.37613.2 % 38.2 % 1,41313,306215333
MOT17-12-SDP33.048.178.31.89124.2 % 35.2 % 1,6484,09758119
MOT17-14-SDP28.941.972.25.116411.6 % 28.0 % 3,7989,082268610

Raw data:

n/a


ts_WCFMT