Exploring differential geometry in neural implicits
Tiago Novello, Guilherme Schardong, Luiz Schirmer, Vinícius da Silva, Hélio Lopes, Luiz Velho
Topics & Concepts
Differentiable functionArtificial neural networkDifferential geometryPrincipal curvatureCurvatureFunction (biology)Surface (topology)MathematicsPoint (geometry)Computer scienceDifferential (mechanical device)Sampling (signal processing)AlgorithmGeometryArtificial intelligenceMean curvatureMathematical analysisComputer visionAerospace engineeringBiologyFilter (signal processing)EngineeringEvolutionary biologyAdvanced Numerical Analysis Techniques3D Shape Modeling and AnalysisComputer Graphics and Visualization Techniques