Points2Surf Learning Implicit Surfaces from Point Clouds
Philipp Erler, Paul Guerrero, Stefan Ohrhallinger, Niloy J. Mitra, Michael Wimmer
Topics & Concepts
Computer sciencePoint cloudGeneralizationNoise (video)Artificial intelligenceWorkflowKey (lock)ComputationAlgorithmPoint (geometry)Deep learningRealization (probability)Synthetic dataPoisson distributionTheoretical computer scienceTopological data analysisSurface (topology)Surface reconstructionPattern recognition (psychology)Translation (biology)Topology (electrical circuits)3D Shape Modeling and AnalysisAdvanced Numerical Analysis TechniquesTopological and Geometric Data Analysis