Intelligent CCTV for Urban Design: AI-Based Analysis of Soft Infrastructure at Intersections

📰 ArXiv cs.AI

Learn how AI-based analysis of CCTV footage can inform urban design decisions on soft infrastructure at intersections, improving safety and reducing vehicle speed.

intermediate Published 9 May 2026

Action Steps

Collect CCTV footage from intersections with soft infrastructure interventions
Apply deep learning-based computer vision techniques to detect and track vehicles
Use perspective-based speed estimation to calculate vehicle speeds before and after interventions
Analyze the impact of soft interventions on vehicle speed and safety using statistical methods
Visualize the results to inform urban design decisions and optimize intersection layouts

Who Needs to Know This

Urban planners, transportation engineers, and data analysts can benefit from this approach to evaluate the effectiveness of soft interventions and optimize urban design.

Key Insight

💡 AI-based analysis of CCTV footage can provide valuable insights into the effectiveness of soft infrastructure interventions, enabling data-driven urban design decisions.