Pro2Diff: Proposal Propagation for Multi-Object Tracking via the Diffusion Model

Multi-object tracking (MOT) aims to estimate the bounding boxes and ID labels of objects in videos. The challenging issue in this task is to alleviate competitive learning between the detection and tracking subtasks, for which, two-stage Tracking-By-Detection (TBD) optimizes the two subtasks individ...

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Vydané v:	IEEE transactions on image processing Ročník 33; s. 6508 - 6520
Hlavní autori:	Liu, Hongmin, Zhang, Canbin, Fan, Bin, Xu, Jinglin
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States IEEE 2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Boxes diffusion models Multi-object tracking Multiple target tracking Network design Object recognition Optimization Propagation proposal propagation Proposals
ISSN:	1057-7149, 1941-0042, 1941-0042
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