Points2Surf: Learning Implicit Surfaces from Point Cloud Patches

A key step in any scanning-based asset creation workflow is to convert unordered point clouds to a surface. Classical methods (e.g., Poisson reconstruction) start to degrade in the presence of noisy and partial scans. Hence, deep learning based methods have recently been proposed to produce complete...

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Veröffentlicht in:	arXiv.org 2024-02
Hauptverfasser:	Erler, Philipp, Guerrero, Paul, Ohrhallinger, Stefan, Wimmer, Michael, Mitra, Niloy J
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition Deep learning Machine learning Reconstruction Source code Three dimensional models Topology Workflow
Online-Zugang:	Volltext
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