TFMOT: Joint Cost Minimization for Multi-Object Tracking

ETH-Crossing


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 (4 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: