Time-series

Assessing the Equity and Evolution of Urban Visual Perceptual Quality with Time Series Street View Imagery
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.
Assessing the Equity and Evolution of Urban Visual Perceptual Quality with Time Series Street View Imagery