Computer Graphics Forum · 2009 · 54 citations · 28 references
ComputingComputer ScienceMathematicsComputational GeometryGeometric ModelingGeometryConvex GeometryCurvature AnalysisMetric GeometryPoint Cloud ProcessingShape AnalysisShape MetricsCurvatureCurvature EstimationCurvature MeasurementCurvature StatisticsDistance MeasuresHausdorff DistanceMean Curvature
Abstract We address the problem of curvature estimation from sampled compact sets. The main contribution is a stability result: we show that the Gaussian, mean or anisotropic curvature measures of the offset of a compact set K with positive μ‐reach can be estimated by the same curvature measures of the offset of a compact set K' close to K in the Hausdorff sense. We show how these curvature measures can be computed for finite unions of balls. The curvature measures of the offset of a compact set with positive μ‐reach can thus be approximated by the curvature measures of the offset of a point‐cloud sample.
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Three-dimensional alpha shapes
Herbert Edelsbrunner, Ernst P. Mücke · ACM Transactions on Graphics · 1994 · 2.4K citations · Full text
Herbert Fédérer · Transactions of the American Mathematical Society · 1959 · 884 citations