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

MOT17-01-DPM


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 (2 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 MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1749.645.237.775.5444 (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 MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM26.031.627.569.44111,0133,69442.773.126.828.528.570.132.655.874.32.365132
MOT17-01-FRCNN24.332.232.278.16111,0943,74342.071.236.028.838.376.234.258.080.92.44563
MOT17-01-SDP37.236.132.974.0751,3532,59759.774.028.938.230.874.446.757.977.63.0103155
MOT17-03-DPM56.843.935.072.937225,16739,11262.692.727.545.128.774.548.071.177.03.49921,685
MOT17-03-FRCNN59.951.542.876.246206,29834,97866.691.737.549.840.076.053.673.879.44.26831,307
MOT17-03-SDP72.555.147.178.371133,00825,07276.096.438.857.840.678.361.377.781.02.07281,365
MOT17-06-DPM42.146.035.371.935918765,76351.187.334.836.237.273.839.166.876.00.7182260
MOT17-06-FRCNN51.756.144.676.649648614,63760.789.244.844.847.777.448.871.879.60.7191269
MOT17-06-SDP53.857.144.875.959688514,42562.489.645.044.948.376.449.270.779.30.7170238
MOT17-07-DPM32.128.222.471.05221,5159,65742.882.716.730.717.372.733.364.274.93.0301481
MOT17-07-FRCNN32.635.829.773.75211,7579,37244.581.128.232.529.975.035.765.076.93.5257390
MOT17-07-SDP38.138.432.175.68181,4328,83847.784.930.134.831.875.438.268.078.62.9189330
MOT17-08-DPM20.820.420.476.85381,24715,28827.682.419.221.720.376.323.068.678.92.0203277
MOT17-08-FRCNN25.729.627.877.913341,20614,28332.485.031.125.232.880.426.870.580.31.9199232
MOT17-08-SDP28.030.828.979.014331,06613,93934.087.131.926.633.779.628.272.381.21.7199245
MOT17-12-DPM38.746.737.375.112388144,41249.183.939.335.741.475.839.367.178.10.989124
MOT17-12-FRCNN42.151.941.776.318348694,07053.084.145.838.549.375.842.867.979.41.080100
MOT17-12-SDP43.955.945.378.018368133,97954.185.251.839.854.777.944.269.780.60.96792
MOT17-14-DPM24.434.524.569.49841,19012,61331.883.126.323.028.268.724.363.673.81.6167412
MOT17-14-FRCNN20.835.727.971.110663,03411,24839.170.529.227.532.464.231.356.474.24.0349576
MOT17-14-SDP35.040.630.172.513501,66010,04845.683.628.732.130.571.135.264.476.32.2308527

Raw data: