# Research on the Factors Influencing the Spatial Quality of High-Density Urban Streets: A Framework Using Deep Learning, Street Scene Images, and Principal Component Analysis

> Research article (Land, 2024) · cited 17× · AI/ML

**Wikidata**: [openalex:W4401068237](https://www.wikidata.org/wiki/openalex:W4401068237)  
**Source**: https://4ort.xyz/entity/research-on-the-factors-influencing-the-spatial-quality-of-high-density-urban-streets-a-framework-using-deep-learning-st