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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Veröffentlicht in:	IEEE transactions on image processing Jg. 33; S. 6508 - 6520
Hauptverfasser:	Liu, Hongmin, Zhang, Canbin, Fan, Bin, Xu, Jinglin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	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
Online-Zugang:	Volltext
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