Practical Evaluation Framework for Real-Time Multi-Object Tracking: Achieving Optimal and Realistic Performance

Practical Evaluation Framework for Real-Time Multi-Object Tracking: Achieving Optimal and Realistic Performance

This paper introduces an enhanced evaluation framework to assess the real-world efficacy of multi-object tracking (MOT) systems, focusing on holistic assessment encompassing detection, ReID (Re-Identification), and tracking components. The Lightweight Integrated Tracking-Feature Extraction (LITE) pa...

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Bibliographic Details
Main Authors: Jumabek Alikhanov, Dilshod Obidov, Mirsaid Abdurasulov, Hakil Kim
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Multiple object tracking (MOT)
real-time tracking
evaluation framework
LITE
ReID
Online Access:https://ieeexplore.ieee.org/document/10883969/
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