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

Last submitted:

November 06, 2020 (2 months ago)

Published:

November 30, 2019 at 00:28:16 CET

Submissions:

4

Project page / code:

n/a

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
MOT1640.450.175.287 (11.5)327 (43.1)6,569101,25144.592.51.1789 (17.7)2,519 (56.6)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0127.143.472.33111824,45630.391.40.42784
MOT16-0347.453.675.523362,40752,26750.095.61.63731,271
MOT16-0643.448.672.328976875,77949.989.30.668256
MOT16-0736.553.573.65188259,46742.089.31.779322
MOT16-0831.644.978.982457910,78135.691.10.990182
MOT16-1236.655.576.415369134,31248.081.41.03084
MOT16-1417.328.773.6510597614,18923.281.51.3122320

Raw data:


GMPHD_ReId