YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion

Ensuring safety in both autonomous driving and advanced driver-assistance systems (ADAS) depends critically on the efficient deployment of traffic sign recognition technology. While current methods show effectiveness, they often compromise between speed and accuracy. To address this issue, we presen...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2024-10
Hauptverfasser:	Chen, Junzhou, Huang, Heqiang, Zhang, Ronghui, Lyu, Nengchao, Guo, Yanyong, Hong-Ning, Dai, Hong, Yan
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Advanced driver assistance systems Datasets Feature maps Object recognition Real time Size distribution Street signs Traffic signs
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!