MTDF17: Multi-Level Cooperative Fusion of GM-PHD Filters for Online Multiple Human 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.

Benchmark:

MOT17 |

Short name:

MTDF17

Detector:

Public

Description:

n/a

Reference:

Z. Fu, F. Angelini, J. Chambers, S. Naqvi. Multi-Level Cooperative Fusion of GM-PHD Filters for Online Multiple Human Tracking. In IEEE Transactions on Multimedia, 2019.

Last submitted:

May 23, 2018 (6 years ago)

Published:

November 03, 2018 at 17:22:36 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

3.5GHz, 1 Core; GTX 1060

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
MOT1749.645.237.7444 (18.9)779 (33.1)37,124241,76857.289.734.542.036.576.245.471.378.82.15,567 (97.4)9,260 (162.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM26.031.627.54111,0133,69442.773.126.828.528.570.132.655.874.32.365132
MOT17-01-FRCNN24.332.232.26111,0943,74342.071.236.028.838.376.234.258.080.92.44563
MOT17-01-SDP37.236.132.9751,3532,59759.774.028.938.230.874.446.757.977.63.0103155
MOT17-03-DPM56.843.935.037225,16739,11262.692.727.545.128.774.548.071.177.03.49921,685
MOT17-03-FRCNN59.951.542.846206,29834,97866.691.737.549.840.076.053.673.879.44.26831,307
MOT17-03-SDP72.555.147.171133,00825,07276.096.438.857.840.678.361.377.781.02.07281,365
MOT17-06-DPM42.146.035.335918765,76351.187.334.836.237.273.839.166.876.00.7182260
MOT17-06-FRCNN51.756.144.649648614,63760.789.244.844.847.777.448.871.879.60.7191269
MOT17-06-SDP53.857.144.859688514,42562.489.645.044.948.376.449.270.779.30.7170238
MOT17-07-DPM32.128.222.45221,5159,65742.882.716.730.717.372.733.364.274.93.0301481
MOT17-07-FRCNN32.635.829.75211,7579,37244.581.128.232.529.975.035.765.076.93.5257390
MOT17-07-SDP38.138.432.18181,4328,83847.784.930.134.831.875.438.268.078.62.9189330
MOT17-08-DPM20.820.420.45381,24715,28827.682.419.221.720.376.323.068.678.92.0203277
MOT17-08-FRCNN25.729.627.813341,20614,28332.485.031.125.232.880.426.870.580.31.9199232
MOT17-08-SDP28.030.828.914331,06613,93934.087.131.926.633.779.628.272.381.21.7199245
MOT17-12-DPM38.746.737.312388144,41249.183.939.335.741.475.839.367.178.10.989124
MOT17-12-FRCNN42.151.941.718348694,07053.084.145.838.549.375.842.867.979.41.080100
MOT17-12-SDP43.955.945.318368133,97954.185.251.839.854.777.944.269.780.60.96792
MOT17-14-DPM24.434.524.59841,19012,61331.883.126.323.028.268.724.363.673.81.6167412
MOT17-14-FRCNN20.835.727.910663,03411,24839.170.529.227.532.464.231.356.474.24.0349576
MOT17-14-SDP35.040.630.113501,66010,04845.683.628.732.130.571.135.264.476.32.2308527

Raw data: