Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-identification

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:

MOTDT17

Benchmark:

Description:

n/a

Hardware:

3 GHZ, GTX1060

Detector:

Public

Processing:

Online

Last submitted:

November 09, 2017 (1 year ago)

Published:

July 06, 2018 at 09:13:45 CET

Submissions:

2

Open source:

Yes

Project page / code:

Reference:

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
50.976.61.417.5 % 35.7 % 24,069250,7682,4745,3173 GHZ, GTX1060Public
IDF1ID PrecisionID Recall
52.770.442.1

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM39.842.571.30.52416.7 % 33.3 % 2303,6203578
MOT17-03-DPM55.554.675.03.514826.4 % 15.5 % 5,24541,013364846
MOT17-06-DPM44.550.573.70.522215.3 % 45.0 % 5635,89183219
MOT17-07-DPM42.547.273.61.36010.0 % 38.3 % 6488,954104264
MOT17-08-DPM28.434.079.10.97613.2 % 47.4 % 56014,451105143
MOT17-12-DPM40.351.476.20.69113.2 % 42.9 % 5274,6073778
MOT17-14-DPM26.441.174.01.41646.1 % 54.3 % 1,06812,45474232
MOT17-01-FRCNN37.046.876.61.92420.8 % 37.5 % 8533,1901850
MOT17-03-FRCNN58.757.477.32.314827.7 % 16.2 % 3,43539,526220474
MOT17-06-FRCNN49.652.677.60.622220.3 % 35.6 % 6655,18486199
MOT17-07-FRCNN39.243.174.71.9608.3 % 31.7 % 9459,212119267
MOT17-08-FRCNN26.434.778.80.9766.6 % 46.1 % 57914,89471104
MOT17-12-FRCNN35.850.977.70.69112.1 % 46.2 % 5105,0302461
MOT17-14-FRCNN25.038.972.02.61645.5 % 45.1 % 1,92411,737193385
MOT17-01-SDP44.551.174.61.92429.2 % 20.8 % 8682,6822991
MOT17-03-SDP73.262.778.50.614843.2 % 10.1 % 89626,828361737
MOT17-06-SDP51.855.676.30.622225.7 % 35.1 % 7534,83097213
MOT17-07-SDP47.349.476.12.06020.0 % 21.7 % 9857,799114257
MOT17-08-SDP30.836.579.50.77613.2 % 46.1 % 44214,047122163
MOT17-12-SDP40.253.678.40.69114.3 % 44.0 % 4984,6542873
MOT17-14-SDP33.847.572.52.51648.5 % 33.5 % 1,87510,165190383

Raw data:


MOTDT17