HeadHunterT: Tracking by head detection

HT21-11


Benchmark:

Short name:

HeadHunterT

Description:

Reference:

R. Sundararaman, C. De Almeida Braga, E. Marchand, J. Pettre. Tracking Pedestrian Heads in Dense Crowd. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

Last submitted:

June 22, 2021 (2 months ago)

Published:

June 22, 2021 at 11:56:14 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

1080

Runtime:

0.4 Hz

Benchmark performance:

Sequence MOTA IDF1 IDEucl HOTA MT ML FP FN Rcll Prcn DetPr DetRe ID Sw. Frag
Head Tracking 2157.853.954.236.8747 (31.9)465 (19.9)51,840299,45964.491.360.842.94,394 (0.0)15,146 (0.0)

Detailed performance:

Sequence MOTA IDF1 IDEucl HOTA MT ML FP FN Rcll Prcn DetPr DetRe ID Sw. Frag
HT21-1182.375.571.055.08571,4283,81987.494.970.264.7101296
HT21-1260.758.858.434.82646421,859100,10768.090.754.440.81,0715,071
HT21-1332.728.222.017.83029511,499133,22838.988.155.124.42,0426,193
HT21-1468.459.755.143.42235911,51446,60475.092.468.155.28382,551
HT21-1577.066.364.648.5145405,54015,70183.393.469.161.63421,035

Raw data: