TFMOT: Joint Cost Minimization 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.

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

Benchmark:

MOT15 |

Short name:

TFMOT

Detector:

Public

Description:

n/a

Reference:

M. Abhijeet Boragule. Joint Cost Minimization for Multi-Object Tracking. In 2017 IEEE International Conference on Advanced Vide and Signale Based Surveillance, 2017.

Last submitted:

March 21, 2017 (5 years ago)

Published:

March 29, 2018 at 10:08:33 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

3.3 GHz 1 core.

Runtime:

11.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1523.832.324.735 (4.9)447 (62.0)4,53341,87331.881.227.522.430.167.924.261.775.40.8404 (12.7)792 (24.9)

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-117.335.329.06112,1945,44241.563.832.826.135.969.332.449.876.54.463106
ADL-Rundle-335.038.127.02125036,04940.589.125.229.227.370.131.068.177.20.85970
AVG-TownCentre18.028.323.2121521585,66320.890.436.215.140.567.615.567.374.90.437104
ETH-Crossing16.222.816.5019683017.296.621.013.121.480.013.374.478.60.055
ETH-Jelmoli29.241.327.54211251,65634.787.630.125.234.166.526.767.277.00.31632
ETH-Linthescher6.411.212.42180178,3306.797.230.55.031.978.55.072.977.60.0812
KITTI-1632.239.023.705561,08136.491.721.226.525.355.127.769.776.40.31730
KITTI-1922.840.427.93246323,46635.174.832.024.934.663.526.857.070.60.629154
PETS09-S2L238.432.423.53115295,26245.489.217.631.519.060.933.365.573.61.2145233
TUD-Crossing49.458.639.9334450853.993.140.239.845.664.141.972.477.70.2617
Venice-115.124.818.5092693,58621.478.422.115.622.778.316.660.977.60.61929

Raw data: