45 citations · 66 across the 3 of their papers we have counts for
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cs.CV2025
From Street View to Visual Network: Mapping the Visibility of Urban Landmarks with Vision-Language Models
Zicheng Fan, Kunihiko Fujiwara, Pengyuan Liu +2
Visibility analysis in urban planning has traditionally relied on line-of-sight (LoS) simulations, which capture geometric occlusion. However, these approaches depend on accurate 3…
cs.CV2023★ 45 cited
How does spatial structure affect psychological restoration? A method based on Graph Neural Networks and Street View Imagery
Haoran Ma, Yan Zhang, Pengyuan Liu +2
The Attention Restoration Theory (ART) presents a theoretical framework with four essential indicators (being away, extent, fascinating, and compatibility) for comprehending urban…