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EF-StrongSORT: An Enhanced Feature StrongSORT Model for Multi-Object Tracking

Multi-object tracking (MOT) faces persistent challenges owing to the complexities introduced by occlusions, dynamic appearance variations, and the rapid motion of objects within a scene. These issues are further complicated by the need for robust identity management and consistent object re-identifi...

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Principais autores: Miar Mamdouh Khalil, Sherine Nagy Saleh, Noha S. Tawfik, Mazen Nabil Elagamy
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2025-01-01
Serier:IEEE Access
Fag:
Exponential moving average
feature bank
feature extraction
Kalman filtering
multi-object tracking
object detection
Online adgang:https://ieeexplore.ieee.org/document/10938611/
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