Multi-Target Vehicle Tracking Algorithm Based on Improved DeepSORT

In this paper, we address the issues of insufficient accuracy and frequent identity switching in the multi-target tracking algorithm DeepSORT by proposing two improvement strategies. First, we optimize the appearance feature extraction process by training a lightweight appearance extraction network...

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Bibliographic Details
Main Authors: Dudu Guo, Zhuzhou Li, Hongbo Shuai, Fei Zhou
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/21/7014
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