Deep learning based approaches from semantic point clouds to semantic BIM models for heritage digital twin

Abstract This study focuses on the application of deep learning for transforming semantic point clouds into semantic Building Information Models (BIM) to create a Heritage Digital Twin, centering on Taoping Village, a site of historical and cultural significance in Sichuan, China. Utilizing advanced...

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發表在:	Heritage Science
Main Authors:	Xiang Pan, Qing Lin, Siyi Ye, Li Li, Li Guo, Brendan Harmon
格式:	Article
語言:	英语
出版:	SpringerOpen 2024-02-01
主題:	Heritage digital twin Semantic point clouds Unmanned Air Vehicle Digital Photogrammetry (UAVDP) Terrestrial laser scanning (TLS) Building Information Models (BIM) Deep learning
在線閱讀:	https://doi.org/10.1186/s40494-024-01179-4