CS_MOT: A Cost Matrix Optimization Method Based on Spatial Constraints under Hungarian Algorithm


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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 | MOT17 |

Short name:

CS_MOT

Detector:

Public

Description:

Reference:

A Cost Matrix Optimization Method Based on Spatial Constraints under Hungarian Algorithm

Last submitted:

July 13, 2020 (4 years ago)

Published:

July 18, 2020 at 08:26:19 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

Tesla P100

Runtime:

1.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1646.751.537.676 (10.0)332 (43.7)5,94190,56650.393.939.036.741.672.938.672.177.91.0619 (12.3)2,981 (59.2)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0130.127.722.92111504,28433.093.422.223.725.060.424.669.676.50.336145
MOT16-0356.759.242.334262,68942,45459.495.841.643.244.074.445.573.478.21.81571,485
MOT16-0636.242.031.1101183816,90940.192.433.629.039.665.330.470.076.80.377271
MOT16-0741.441.231.26189268,50947.989.428.834.230.869.036.367.875.71.9133407
MOT16-0837.744.734.211225239,82641.393.037.431.440.573.233.074.380.00.886268
MOT16-1239.753.840.69404254,54545.289.848.633.951.874.836.372.180.40.52990
MOT16-1418.928.520.349784714,03924.084.024.217.326.163.918.163.274.71.1101315

Raw data: