LP2D_16: Linear Programming 2D coordinates baseline


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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.

Benchmark:

MOT16 |

Short name:

LP2D_16

Detector:

Public

Description:

The tracker builds a graphical model where nodes are the 2D detections. The solution is then found by computing the minimum cost-flow problem.

Reference:

MOT baseline: Linear programming on 2D image coordinates.

Last submitted:

February 28, 2017 (5 years ago)

Published:

February 28, 2017 at 12:16:56 CET

Submissions:

1

Project page / code:

Open source:

Yes

Hardware:

3 GHz, 1 core

Runtime:

49.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1635.734.227.466 (8.7)385 (50.7)5,084111,16339.093.326.029.027.473.230.472.779.10.9915 (23.4)1,264 (32.4)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-011.930.324.32396765,58412.754.532.018.534.869.019.071.477.41.51266
MOT16-037.134.827.8257927,41269,49233.556.123.632.924.476.734.573.679.218.3263707
MOT16-0638.946.435.2211323186,65942.393.937.933.042.666.135.070.177.80.373143
MOT16-0723.032.225.15331,80610,69534.575.724.825.627.259.726.870.077.53.667242
MOT16-087.029.324.66512,37413,11321.760.425.823.627.671.724.773.181.33.882143
MOT16-1217.549.538.29681,0215,71931.171.646.631.449.473.533.173.080.21.110065
MOT16-144.120.916.522701,68515,99413.559.618.514.720.260.515.268.977.72.243119

Raw data: