[Seminar] Scattered Data Interpolation for Computer Graphics

J.P. Lewis, Fred Pighin, Ken Anjyo

SIGGRAPH ASIA 2010 (the 3rd SIGGRAPH Conference and Exhibition in ASIA), 2011.12

The goal of scattered data interpolation techniques is to construct a (typically smooth) function from a set of unorganized samples. These techniques have a wide range of applications in computer graphics. For instance they can be used to model a surface from a set of sparse samples, to reconstruct a BRDF from a set of measurements, to interpolate motion capture data, or to compute the physical properties of a ﬂuid. This course will survey and compare scattered interpolation algorithms and describe their applications in computer graphics. Although the course is focused on applying these techniques, we will introduce some of the underlying mathematical theory and brieﬂy mention numerical considerations.

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