The Influence of Visual Landscapes on Road Traffic Safety: An Assessment Using Remote Sensing and Deep Learning

The Influence of Visual Landscapes on Road Traffic Safety: An Assessment Using Remote Sensing and Deep Learning

Rapid global economic development, population growth, and increased motorization have resulted in significant issues in urban traffic safety. This study explores the intrinsic connections between road environments and driving safety by integrating multiple visual landscape elements. High-resolution...

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Bibliographic Details
Main Authors: Lili Liu, Zhan Gao, Pingping Luo, Weili Duan, Maochuan Hu, Mohd Remy Rozainy Mohd Arif Zainol, Mohd Hafiz Zawawi
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Remote Sensing
Subjects:
deep learning
semantic segmentation
traffic safety
driving performance
remote sensing
street view image
Online Access:https://www.mdpi.com/2072-4292/15/18/4437

Internet

https://www.mdpi.com/2072-4292/15/18/4437

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