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An Improved YOLOv10 and DeepSORT Algorithm for Pedestrian Detection and Tracking in Crowd Navigation

In indoor crowd navigation, quickly and accurately acquiring the kinematic data of pedestrians within a robot’s field of view is a crucial factor determining success. Existing indoor pedestrian tracking methods have limitations in accuracy and real-time performance. To address these issues, a lightw...

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Hlavní autoři: Shihang Hu, Changyong Li
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2026-04-01
Edice:Algorithms
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On-line přístup:https://www.mdpi.com/1999-4893/19/4/274
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