Material augmented semantic segmentation of point clouds for building elements

Point clouds are utilized to enable automated engineering applications for their ability to represent spatial geometry. However, they inherently lack detailed surface textures, posing challenges in differentiating objects at the texture level. Hence, this study introduces a 2D–3D fusing approach, le...

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Veröffentlicht in:	Computer-aided civil and infrastructure engineering 2024-08, Vol.39 (15), p.2312-2329
Hauptverfasser:	Liang, Houhao, Yeoh, Justin K. W., Chua, David K. H.
Format:	Artikel
Sprache:	eng
Schlagworte:	Building components Feature recognition Image enhancement Image segmentation Material properties Object recognition Semantic segmentation Surface layers Texture recognition Three dimensional models
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