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

MOT17-01-DPM


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 (5 months ago)

Published:

April 01, 2022 at 09:50:16 CET

Submissions:

1

Project page / code:

Open source:

No

Hardware:

TITAN XP

Runtime:

27.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1769.066.854.8885 (37.6)464 (19.7)28,795141,58074.993.652.957.159.273.262.077.483.01.64,472 (0.0)8,723 (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
MOT17-01-DPM51.951.844.4867502,27064.884.842.846.748.271.053.369.781.41.782129
MOT17-01-FRCNN48.449.743.7978162,42262.483.243.144.848.770.451.568.681.31.887112
MOT17-01-SDP55.454.446.21067132,07767.886.044.448.849.871.155.470.381.01.689141
MOT17-03-DPM83.877.763.811083,04113,66586.996.859.568.666.275.973.181.484.32.0237852
MOT17-03-FRCNN84.777.864.111293,07712,66187.996.859.569.366.176.074.081.484.32.1250896
MOT17-03-SDP85.178.064.511493,22612,13488.496.659.969.666.276.574.481.384.22.2259934
MOT17-06-DPM60.654.643.879437743,57569.791.437.751.350.659.456.474.081.60.6291347
MOT17-06-FRCNN61.555.144.587408943,31171.990.538.152.450.459.958.273.281.40.7336379
MOT17-06-SDP61.253.843.987429013,32471.890.437.252.350.158.858.173.181.50.8345379
MOT17-07-DPM55.851.842.42051,9095,38768.185.837.848.341.968.655.069.380.83.8170373
MOT17-07-FRCNN55.950.642.12251,9765,29368.785.437.248.541.268.055.569.080.74.0173383
MOT17-07-SDP56.152.643.02151,9695,28268.785.538.848.542.969.255.569.180.73.9162379
MOT17-08-DPM39.438.233.518181,15211,32646.489.532.435.235.864.537.872.880.61.8321485
MOT17-08-FRCNN39.338.733.416181,11911,38946.189.732.335.135.864.337.573.180.71.8316482
MOT17-08-SDP39.539.433.618171,16211,29346.589.432.535.235.964.437.872.680.61.9323487
MOT17-12-DPM54.663.048.229306973,17363.488.752.145.058.971.650.270.280.70.863137
MOT17-12-FRCNN57.263.648.529304913,15263.691.851.246.358.170.350.572.880.80.570139
MOT17-12-SDP57.564.248.929285023,11564.191.752.046.458.971.150.772.580.70.668137
MOT17-14-DPM43.254.438.321481,0699,22850.189.641.835.545.171.738.569.078.71.4203458
MOT17-14-FRCNN43.754.538.723451,2418,86552.088.641.336.644.572.140.168.278.41.7302520
MOT17-14-SDP44.454.639.123451,3168,63853.388.241.537.344.871.841.067.978.41.8325574

Raw data:


OUTrack_fm_p