HAM_HI: Historical Appearance Matching and Hierarchical Initialization

CVPR19-04


Short name:

HAM_HI

Detector:

Public

Description:

n/a

Reference:

Y. Yoon, A. Boragule, Y. Song, K. Yoon, M. Jeon. Online Multi-Object Tracking with Historical Appearance Matching and Scene Adaptive Detection Filtering. In IEEE AVSS, 2018.

Last submitted:

June 10, 2019 (1 year ago)

Published:

June 16, 2019 at 00:00:00 CET

Submissions:

1

Open source:

Yes

Hardware:

3.0GHZ, 1 Core, TITAN X

Runtime:

0.8 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
CVPR 2019 Tracking Challenge43.043.677.1353 (28.1)274 (21.8)72,018243,05556.681.516.14,153 (73.4)4,801 (84.8)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
CVPR19-0463.154.380.2258958,472107,82666.196.14.11,1881,294
CVPR19-0616.628.470.4348334,48873,20144.262.734.21,6821,998
CVPR19-0747.846.075.046154,45512,43562.482.37.6378410
CVPR19-083.024.469.0158124,60349,59335.953.130.59051,099

Raw data: