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

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

GMPHD_SHA

Detector:

Public

Description:

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.

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

Runtime:

9.2 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1743.739.276.5276 (11.7)1,012 (43.0)25,935287,75849.091.41.53,838 (78.3)5,056 (103.2)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM0.00.00.000000.00.00.000
MOT17-01-FRCNN0.00.00.000000.00.00.000
MOT17-01-SDP0.00.00.000000.00.00.000
MOT17-03-DPM0.00.00.000000.00.00.000
MOT17-03-FRCNN0.00.00.000000.00.00.000
MOT17-03-SDP0.00.00.000000.00.00.000
MOT17-06-DPM0.00.00.000000.00.00.000
MOT17-06-FRCNN0.00.00.000000.00.00.000
MOT17-06-SDP0.00.00.000000.00.00.000
MOT17-07-DPM0.00.00.000000.00.00.000
MOT17-07-FRCNN0.00.00.000000.00.00.000
MOT17-07-SDP0.00.00.000000.00.00.000
MOT17-08-DPM0.00.00.000000.00.00.000
MOT17-08-FRCNN0.00.00.000000.00.00.000
MOT17-08-SDP0.00.00.000000.00.00.000
MOT17-12-DPM0.00.00.000000.00.00.000
MOT17-12-FRCNN0.00.00.000000.00.00.000
MOT17-12-SDP0.00.00.000000.00.00.000
MOT17-14-DPM0.00.00.000000.00.00.000
MOT17-14-FRCNN0.00.00.000000.00.00.000
MOT17-14-SDP0.00.00.000000.00.00.000

Raw data:


GMPHD_SHA