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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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/11095696/ |
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