LLM-Integrated Semantic Deep Learning Framework for Automated Floor Plan Analysis, Area Estimation, and Compliance Assessment of Existing Buildings

The digitization of existing building stock often depends on legacy 2D raster floor plans (scanned drawings, PDF exports, or photographs) because structured building information models are frequently unavailable for older properties. Manual measurement and visual inspection of such documents are tim...

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Detalles Bibliográficos

Autores principales:	Yuxuan Guo, Xiaodeng Zhou, Su-Kit Tang
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	MDPI AG 2026-06-01
Colección:	Applied Sciences
Materias:	existing buildings legacy floor plans deep learning large language models RAG compliance assessment
Acceso en línea:	https://www.mdpi.com/2076-3417/16/13/6290
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