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

MOT16-01


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 (2 months ago)

Published:

April 01, 2022 at 09:50:06 CET

Submissions:

1

Project page / code:

Open source:

No

Hardware:

TITAN xp

Runtime:

27.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1669.367.555.1283 (37.3)145 (19.1)10,64744,05975.892.953.157.459.673.162.876.982.91.81,293 (0.0)2,674 (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
MOT16-0152.152.044.4857662,21965.384.542.846.748.371.053.569.381.41.780127
MOT16-0383.677.763.710983,23113,73686.996.659.568.466.275.873.081.284.22.2212864
MOT16-0659.554.643.779479183,47269.989.837.950.951.159.156.672.781.50.8280342
MOT16-0756.152.643.11932,0384,95569.684.838.548.942.668.456.368.680.84.1168346
MOT16-0841.241.836.51891,9167,64354.382.634.339.537.865.844.667.880.63.1287399
MOT16-1256.964.649.229257092,80666.288.652.146.858.971.652.470.180.70.863138
MOT16-1443.254.438.321481,0699,22850.189.641.835.545.171.738.569.078.71.4203458

Raw data:


OUTrack_fm_p