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Splines for Meshes with Irregularities

Jörg Peters

2020SMAI Journal of Computational Mathematics24 citationsDOIOpen Access PDF

Abstract

Splines form an elegant bridge between the continuous real world and the discrete computational world. Their tensor-product form lifts many univariate properties effortlessly to the surfaces, volumes and beyond. Irregularities, where the tensor-structure breaks down, therefore deserve attention – and provide a rich source of mathematical challenges and insights. This paper reviews and categorizes techniques for splines on meshes with irregularities. Of particular interest are quad-dominant meshes that can have <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>n</mml:mi> <mml:mo>≠</mml:mo> <mml:mn>4</mml:mn> </mml:mrow> </mml:math> valent interior points and T-junctions where quad-strips end. “Generalized” splines can use quad-dominant meshes as control nets both for modeling geometry and to support engineering analysis without additional meshing.

Topics & Concepts

Polygon meshTensor productUnivariateBridge (graph theory)Computer scienceTensor (intrinsic definition)Spline (mechanical)Product (mathematics)Computational scienceMathematicsAlgebra over a fieldPure mathematicsGeometryComputer graphics (images)Multivariate statisticsStructural engineeringEngineeringMachine learningInternal medicineMedicineAdvanced Numerical Analysis TechniquesComputer Graphics and Visualization Techniques3D Shape Modeling and Analysis
Splines for Meshes with Irregularities | Litcius