GMPHD_SHA: Online Multiple Object Tracking with the Hierarchically Adopted GM-PHD Filter Using Motion and Appearance


Benchmark:

MOT17 |

Short name:

GMPHD_SHA

Detector:

Public

Description:

Project page / code:

Reference:

Y. Song, M. Jeon. Online Multiple Object Tracking with the Hierarchically Adopted GM-PHD Filter using Motion and Appearance. In IEEE/IEIE The International Conference on Consumer Electronics (ICCE) Asia, 2016.

Processing:

Online

Last submitted:

March 02, 2018 (2 years ago)

Published:

May 16, 2019 at 22:16:02 CET

Submissions:

4

Open source:

No

Hardware:

i7 4.2 GHZ, 1 Core

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
MOT1743.739.276.5276.01,012.025,935287,7583,838

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
MOT17-01-DPM27.628.370.82.011.03284,29447
MOT17-01-FRCNN29.037.475.76.08.01,2463,29838
MOT17-01-SDP45.639.074.07.05.03973,04669
MOT17-03-DPM40.032.175.522.038.09,33452,713756
MOT17-03-FRCNN55.946.077.836.029.01,46344,271405
MOT17-03-SDP70.251.878.460.016.060829,988547
MOT17-06-DPM28.931.969.97.0121.01,0747,142162
MOT17-06-FRCNN39.447.572.428.092.01,0575,954131
MOT17-06-SDP38.845.870.322.095.01,2055,857149
MOT17-07-DPM30.725.273.64.027.089210,643166
MOT17-07-FRCNN33.534.375.45.017.084610,252143
MOT17-07-SDP42.139.476.99.022.05159,130130
MOT17-08-DPM20.420.078.84.043.078515,908129
MOT17-08-FRCNN22.327.579.86.041.057215,76968
MOT17-08-SDP27.929.680.38.038.022714,892115
MOT17-12-DPM31.932.775.711.045.08254,98786
MOT17-12-FRCNN38.049.277.113.045.04074,92937
MOT17-12-SDP42.950.978.818.042.03774,53738
MOT17-14-DPM13.620.371.61.0108.01,12014,728119
MOT17-14-FRCNN18.328.570.34.089.01,70813,132261
MOT17-14-SDP27.131.072.03.080.094912,288242

Raw data:


GMPHD_SHA