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 (3 years 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 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
CVPR 2019 Tracking Challenge43.043.60.0353 (28.1)274 (21.8)72,018243,05556.681.50.00.00.00.00.00.00.016.14,153 (73.4)4,801 (84.8)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
CVPR19-0463.154.30.0258958,472107,82666.196.10.00.00.00.00.00.00.04.11,1881,294
CVPR19-0616.628.40.0348334,48873,20144.262.70.00.00.00.00.00.00.034.21,6821,998
CVPR19-0747.846.00.046154,45512,43562.482.30.00.00.00.00.00.00.07.6378410
CVPR19-083.024.40.0158124,60349,59335.953.10.00.00.00.00.00.00.030.59051,099

Raw data: