Open access
Sep 2026
AH-YOLOFlow: Vision-Based Pedestrian Flow Analytics for Smart Urban Crosswalk Performance Monitoring
AH-YOLOFlow provides an effective and computationally efficient framework for real-time crosswalk monitoring by integrating pedestrian detection, tracking, and spatial analytics and demonstrates enhanced tracking consistency following data augmentation.
Farkhod Akhmedov, D. Khasanov, Sarvar Yusupov et al.
· Sustainability · 1 citation