HAM_HI: Historical Appearance Matching and Hierarchical Initialization


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

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 (5 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: