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EnhanceCenter for improving point based tracking and rich feature representation

Abstract In this study, we propose EnhanceCenter, a multiple-object tracking model that demonstrates enhanced tracking efficiency and stability while reducing dependencies on computationally intensive detectors. EnhanceCenter, based on the CenterTrack method, introduces three key improvements. First...

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Principais autores: Hyun-Sung Yang, Sung-Wook Park, Se-Hoon Jung, Chun-Bo Sim
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2025-03-01
Serier:Scientific Reports
Fag:
Multi-object tracking
Lightweight detector
EnhanceCenter
CenterTrack
Online adgang:https://doi.org/10.1038/s41598-025-88924-2
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