GMPHD_ReId: Occlusion-robust Online Multi-object Visual Tracking using a GM-PHD Filter with a CNN-based Re-identification

MOT16-01


Benchmark:

MOT16 |

Short name:

GMPHD_ReId

Detector:

Public

Description:

n/a

Project page / code:

n/a

Processing:

Online

Last submitted:

January 25, 2020 (4 months ago)

Published:

November 30, 2019 at 00:28:16 CET

Submissions:

3

Open source:

No

Hardware:

3 GHZ, 1 Core

Runtime:

31.6 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1640.449.775.285 (11.2)329 (43.3)6,572101,26644.592.51.1792 (17.8)2,529 (56.9)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0127.042.772.23111834,45830.391.40.42584
MOT16-0347.453.275.523362,37952,24150.095.71.63771,273
MOT16-0643.349.672.328986885,78249.989.30.668260
MOT16-0736.052.273.55188639,49141.988.81.785327
MOT16-0831.644.079.072456710,78335.691.30.990179
MOT16-1236.555.376.515369214,31648.081.21.02885
MOT16-1417.328.773.7410697114,19523.281.51.3119321

Raw data:


GMPHD_ReId