[HTML][HTML] Knowledge graph representation method for semantic 3D modeling of Chinese grottoes

S Yang, M Hou - Heritage Science, 2023 - heritagesciencejournal …
The integration of 3D geometric models with semantic information significantly improves the
applicability and comprehensibility of cultural heritage. The semantic 3D modeling of …

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

X Pan, Q Lin, S Ye, L Li, L Guo, B Harmon - Heritage Science, 2024 - Springer
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 …

MP-DGCNN for the semantic segmentation of Chinese ancient building point clouds

C Zhou, Y Dong, M Hou, Y Ji, C Wen - Heritage Science, 2024 - Springer
Point cloud semantic segmentation is a key step in the scan-to-HBIM process. In order to
reduce the information in the process of DGCNN, this paper proposes a Mix Pooling …

DGPCD: a benchmark for typical official-style Dougong in ancient Chinese wooden architecture

C Zhou, Y Dong, M Hou - Heritage Science, 2024 - Springer
Dougong, a distinctive component of ancient Chinese wooden architecture, holds significant
importance for the preservation and restoration of such structures. In particular, the northern …