A lightweight and efficient gesture recognizer for traffic police commands using spatiotemporal feature fusion

A lightweight and efficient gesture recognizer for traffic police commands using spatiotemporal feature fusion

Abstract In response to the demand for efficient and accurate recognition of traffic police gestures by driverless vehicles, this paper introduces a novel traffic police gesture recognition framework (Novel Traffic Police Gesture Recognizer, NTPGR). Initially, keypoints related to traffic police ges...

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Bibliographic Details
Main Authors: Jun Xiao, Honghan Li, Ji Zhao
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Gesture Recognition
Traffic Police Command Gesture
Deep learning
CNN
Classification
Online Access:https://doi.org/10.1038/s41598-025-02833-y
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https://doi.org/10.1038/s41598-025-02833-y

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