A new multi-object tracking algorithm based on Sparse Detection Transformer

Multi-object tracking (MOT) is crucial for intelligent surveillance and autonomous driving. However, existing Transformer-based methods often suffer from an accuracy-efficiency trade-off due to high computational complexity, limiting real-time applicability. To address this, we propose SparseDeTrack...

Full description

Bibliographic Details

Published in:	Engineering applications of artificial intelligence Vol. 163; p. 112666
Main Authors:	Miao, Jun, Zhang, Maoxuan, Qiao, Yuanhua
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.01.2026
Subjects:	Multi-object tracking Sparse Transformer Tracking-by-detection Tracking-by-detection Multi-object tracking Sparse Transformer
ISSN:	0952-1976
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!