OUTrack_fm_p: Online Multi-Object Tracking with Unsupervised Re-Identification Learning and Occlusion Estimation

MOT20-04


Benchmark:

MOT16 | MOT17 | MOT20 |

Short name:

OUTrack_fm_p

Detector:

Public

Description:

This is the public version of our tracker which is implemented based on FairMOT. The public settings are the same with those in CenterTrack.

Reference:

Q. Liu, D. Chen, Q. Chu, L. Yuan, B. Liu, L. Zhang, N. Yu. Online Multi-Object Tracking with Unsupervised Re-Identification Learning and Occlusion Estimation. In Neurocomputing, 2022.

Last submitted:

April 01, 2022 (8 months ago)

Published:

April 01, 2022 at 09:50:26 CET

Submissions:

1

Project page / code:

Open source:

No

Hardware:

TITAN XP

Runtime:

5.1 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2065.465.152.1615 (49.5)165 (13.3)38,243137,77073.490.850.753.853.977.859.473.681.48.52,885 (0.0)7,205 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT20-0479.474.859.6408419,32046,11283.296.156.263.559.579.967.978.582.44.59043,317
MOT20-0648.650.640.8917013,92653,13660.085.139.342.641.873.947.968.079.513.81,1622,235
MOT20-0774.864.653.76721,9106,14881.493.448.260.751.777.066.376.181.83.3287441
MOT20-0840.652.740.8495213,08732,37458.277.543.438.546.973.346.161.479.916.25321,212

Raw data:


OUTrack_fm_p