Ling-Qian Hu

Generative AI for urban planning: Designing streetscapes from street-view imagery using diffusion models

Street-view imagery (SVI) is widely used to quantify key indicators of urban environment, such as greenery, sky, or road view indices. However, relatively few studies have examined controlled SVI synthesis that combines explicit target proportions of trees, sky, buildings, and roads with road-layout masks, while also t...