Historical Appearance Matching and Hierarchical Initialization


Short name:

HAM_HI

Benchmark:

Description:

n/a

Hardware:

3.0GHZ, 1 Core, TITAN X

Detector:

Public

Processing:

Online

Last submitted:

June 10, 2019 (1 month ago)

Published:

June 16, 2019 at 00:00:00 CET

Submissions:

1

Open source:

No

Project page / code:

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.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
43.077.116.128.1 % 21.8 % 72,018243,0554,1534,8013.0GHZ, 1 Core, TITAN XPublic
IDF1ID PrecisionID Recall
43.653.236.9

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
CVPR19-0463.154.380.24.169237.3 % 13.7 % 8,472107,8261,1881,294
CVPR19-0616.628.470.434.226312.9 % 31.6 % 34,48873,2011,6821,998
CVPR19-0747.846.075.07.611141.4 % 13.5 % 4,45512,435378410
CVPR19-083.024.469.030.51907.9 % 42.6 % 24,60349,5939051,099

Raw data:


HAM_HI