Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting

Mehranfar, Mansour; Vega-Torres, Miguel A.; Braun, Alexander; Borrmann, André

doi:10.1016/j.aei.2024.102643

Advanced Engineering Informatics

2024

DOI: 10.1016/j.aei.2024.102643

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Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting

Mansour Mehranfar,

Miguel A. Vega-Torres,

Alexander Braun

et al.

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Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting

Cited by 3 publications

References 39 publications

The 30th international conference on intelligent computing in engineering (EG-ICE): Sustainable, smart and resilient buildings, infrastructures and cities

The 30th international conference on intelligent computing in engineering (EG-ICE): Sustainable, smart and resilient buildings, infrastructures and cities

Advanced registration method of UAV photogrammetry point clouds with BIM for 3D localization in concrete dams

Semantic elaboration of Low-LOD BIMs: Inferring functional requirements using graph neural networks

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