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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1749.645.275.5444 (18.9)779 (33.1)37,124241,76857.289.72.15,567 (97.4)9,260 (162.0)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM26.031.669.44111,0133,69442.773.12.365132
MOT17-01-FRCNN24.332.278.16111,0943,74342.071.22.44563
MOT17-01-SDP37.236.174.0751,3532,59759.774.03.0103155
MOT17-03-DPM56.843.972.937225,16739,11262.692.73.49921,685
MOT17-03-FRCNN59.951.576.246206,29834,97866.691.74.26831,307
MOT17-03-SDP72.555.178.371133,00825,07276.096.42.07281,365
MOT17-06-DPM42.146.071.935918765,76351.187.30.7182260
MOT17-06-FRCNN51.756.176.649648614,63760.789.20.7191269
MOT17-06-SDP53.857.175.959688514,42562.489.60.7170238
MOT17-07-DPM32.128.271.05221,5159,65742.882.73.0301481
MOT17-07-FRCNN32.635.873.75211,7579,37244.581.13.5257390
MOT17-07-SDP38.138.475.68181,4328,83847.784.92.9189330
MOT17-08-DPM20.820.476.85381,24715,28827.682.42.0203277
MOT17-08-FRCNN25.729.677.913341,20614,28332.485.01.9199232
MOT17-08-SDP28.030.879.014331,06613,93934.087.11.7199245
MOT17-12-DPM38.746.775.112388144,41249.183.90.989124
MOT17-12-FRCNN42.151.976.318348694,07053.084.11.080100
MOT17-12-SDP43.955.978.018368133,97954.185.20.96792
MOT17-14-DPM24.434.569.49841,19012,61331.883.11.6167412
MOT17-14-FRCNN20.835.771.110663,03411,24839.170.54.0349576
MOT17-14-SDP35.040.672.513501,66010,04845.683.62.2308527

Raw data: