Ahmed Radwan

A context-aware and human-centered framework for road safety assessment using semantic scene understanding

Assessing perceived road safety from street imagery remains a challenge because human judgments depend on infrastructure, context, and subjective interpretation. Current computer vision methods focus on object detection and semantic segmentation, with limited attention given to human-centric safety. This study prop...