notesum.ai

Published at November 25

No Identity, no problem: Motion through detection for people tracking

cs.CV

Released Date: November 25, 2024

Authors: Martin Engilberge¹, F. Wilke Grosche¹, Pascal Fua¹

Aff.: ¹Computer Vision Laboratory, EPFL

Arxiv: http://arxiv.org/abs/2411.16466v1

Refer to caption

	MOT17 val dataset
Model	FPS	Set	MOTA	MOTP	IDF1
ByteTrack [52]	0.75	val	51.1	84.6	55.0
Ours	0.75	val	58.9	84.8	58.3
ByteTrack [52]	2	val	59.1	84.4	59.6
Ours	2	val	65.5	84.4	62.9
CenterTrack [55]	30	val	61.1	-	-
ByteTrack [52]	30	val	77.0	84.1	77.5
Ours	30	val	76.6	84.1	76.1