MTDF: 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.

Benchmark:

MOT16 |

Short name:

MTDF

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 15, 2018 (4 years ago)

Published:

July 30, 2018 at 17:58:00 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

i7 3.5GHz; GTX 1060

Runtime:

1.5 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1645.740.132.1107 (14.1)276 (36.4)12,01884,97053.489.027.238.428.574.241.268.876.62.01,987 (37.2)3,377 (63.2)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0126.131.727.44101,0143,64443.073.126.628.528.469.932.855.774.42.365130
MOT16-0356.643.834.936225,30239,12862.692.527.545.028.774.548.070.976.93.59951,704
MOT16-0642.646.735.735899005,54152.087.035.236.637.673.739.766.576.00.8177257
MOT16-0733.128.922.95131,5309,09544.382.516.931.717.572.734.464.174.93.1291473
MOT16-0826.124.122.76251,25510,90934.882.319.327.020.476.229.068.579.02.0203277
MOT16-1240.448.038.112338174,04051.383.939.337.241.475.841.067.178.10.989124
MOT16-1424.434.524.59841,20012,61331.883.026.323.028.268.724.363.573.81.6167412

Raw data: