Urban Perception

This study introduces a cost-effective, deep learning-based method using time-series street view imagery to evaluate and monitor neighborhood environmental quality, offering a scalable tool for improving urban policy and design.

I was invited to talk about my research on street view imagery to a group of audience from government agencies and industries