arxivcs.CV2026-07-22
How Does Urban Context Relate to Residential Building Health? A Vision-POI Fusion Framework for Building-Level Housing Inspection
Kun Zhao, Helei Ren, Guilin Tang, Tianyi Chen, Zhehui Song, Xing Liu, et al.
Housing-level urban physical examination is essential for identifying residential building problems and supporting targeted urban renewal. Existing automated inspection studies primarily rely on individual images and rarely examine whether surrounding urban functional context can…