Lif_TsimInt: Lifted Disjoint Paths with Application in Multiple Object Tracking


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT17 | MOT16 | MOT15 |

Short name:

Lif_TsimInt

Detector:

Public

Description:

Reference:

A. Hornakova, R. Henschel, B. Rosenhahn, P. Swoboda. Lifted Disjoint Paths with Application in Multiple Object Tracking. In ICML, 2020.

Last submitted:

June 24, 2020 (4 years ago)

Published:

June 26, 2020 at 11:22:20 CET

Submissions:

1

Open source:

Yes

Hardware:

3 Ghz

Runtime:

5.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1547.257.643.8195 (27.0)215 (29.8)7,63524,27760.583.046.741.552.474.547.865.579.41.3554 (9.2)803 (13.3)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-130.258.644.41523,4712,98467.964.651.338.557.670.453.350.677.46.942106
ADL-Rundle-358.669.254.41786213,55765.091.459.350.163.482.854.676.784.01.02632
AVG-TownCentre58.366.646.978442832,61963.494.149.944.554.473.647.370.376.50.677184
ETH-Crossing39.054.141.55114556643.690.750.834.059.973.936.375.683.70.213
ETH-Jelmoli55.968.950.7181238572971.382.451.749.868.163.558.968.282.50.9429
ETH-Linthescher34.048.837.8231164755,40039.588.146.630.856.169.232.873.181.40.41968
KITTI-1633.333.024.55139963362.872.817.036.318.361.145.452.674.21.910262
KITTI-1939.850.335.78167942,29257.179.334.936.936.772.342.959.776.00.812999
PETS09-S2L256.343.833.3824143,65862.193.524.645.327.272.848.573.079.10.9144194
TUD-Crossing87.190.864.71103910090.996.366.463.170.373.968.272.278.20.2311
Venice-146.261.544.3737091,73961.979.949.240.156.674.447.761.679.11.6715

Raw data: