End_To_End: Pixel-guided Association for Multi-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:

MOT15 |

Short name:

End_To_End

Detector:

Public

Description:

Pixel-guided Association for Multi-Object Tracking

Reference:

A. Boragule, H. Jang, N. Ha, M. Jeon. Pixel-Guided Association for Multi-Object Tracking. In Sensors, 2022.

Last submitted:

October 14, 2022 (1 month ago)

Published:

November 25, 2022 at 04:46:22 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

Nvidia 1060Ti 1 Core

Runtime:

9.7 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1540.651.940.1294 (40.8)86 (11.9)18,02717,35271.871.038.242.747.260.356.355.778.33.11,129 (0.0)2,166 (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
ADL-Rundle-123.846.237.81504,2422,75770.460.738.837.644.961.855.147.677.28.589223
ADL-Rundle-334.347.639.91823,3423,25768.067.438.341.745.167.256.556.081.95.382185
AVG-TownCentre49.764.344.0107191,4911,80574.778.242.945.654.356.155.858.475.53.3300409
ETH-Crossing64.169.053.67413621079.185.452.355.365.463.464.569.681.00.61429
ETH-Jelmoli31.857.242.22181,07663375.063.944.140.557.461.859.450.680.62.42269
ETH-Linthescher56.654.843.470411,5272,12976.281.737.151.151.752.161.365.780.41.3224251
KITTI-1625.357.540.18182141475.761.141.938.551.753.056.845.874.43.93676
KITTI-1924.455.038.02362,3431,59470.261.539.337.249.255.753.046.574.12.2102234
PETS09-S2L256.343.133.0527223,27466.089.823.846.126.659.350.668.877.31.7221597
TUD-Crossing86.071.853.1130964496.091.743.664.856.854.673.470.179.00.51422
Venice-123.547.838.9732,2311,23572.959.940.837.348.465.356.946.779.35.02571

Raw data: