Diagnostic Analysis of Crosswalk Safety Hazards in Pedestrian Environments: A SHAP-Enhanced Machine Learning Approach With Street-View Imagery

This study investigated the influence of built environment features on crosswalk safety in dense urban settings, with a focus on visual streetscape characteristics extracted from street-view imagery using both semantic and instance segmentation. It used data from 36,750 crosswalks in Seoul, South Ko...

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Detalhes bibliográficos

Principais autores:	Caryl Anne M. Barquilla, Jeongwoo Lee
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2025-01-01
coleção:	IEEE Access
Assuntos:	Built environment crosswalk safety interpretable machine learning pedestrian environment street view imagery
Acesso em linha:	https://ieeexplore.ieee.org/document/11095696/
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