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Test-time adaptation for geospatial point cloud semantic segmentation with distinct domain shifts
Puzuo Wang, Wei Yao, Jie Shao +1
Domain adaptation (DA) techniques help deep learning models generalize across data shifts for point cloud semantic segmentation (PCSS). Test-time adaptation (TTA) allows direct ada…
A sustainable development perspective on urban-scale roof greening priorities and benefits
Jie Shao, Wei Yao, Lei Luo +4
Greenspaces are tightly linked to human well-being. Yet, rapid urbanization has exacerbated greenspace exposure inequality and declining human life quality. Roof greening has been…
UB-FineNet: Urban Building Fine-grained Classification Network for Open-access Satellite Images
Zhiyi He, Wei Yao, Jie Shao +1
Fine classification of city-scale buildings from satellite remote sensing imagery is a crucial research area with significant implications for urban planning, infrastructure develo…
Urban GeoBIM construction by integrating semantic LiDAR point clouds with as-designed BIM models
Jie Shao, Wei Yao, Puzuo Wang +2
Developments in three-dimensional real worlds promote the integration of geoinformation and building information models (BIM) known as GeoBIM in urban construction. Light detection…