AI-integrated non-destructive sensing technologies for road condition assessment: recent advancements, technical bottlenecks, and future trajectories
This review presents a comprehensive analysis of recent trends in AI-driven sensing technologies for road condition assessment. Driven by the need for automated monitoring of aging infrastructure, 92 key studies published between 2020 and 2025 were analysed. The review evaluates five primary sensing modalities: vision-...