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Volume MLS Ray Casting

Abstract : The method of Moving Least Squares (MLS) is a popular framework for reconstructing continuous functions from scattered data due to its rich mathematical properties and well-understood theoretical foundations. This paper applies MLS to volume rendering, providing a unified mathematical framework for ray casting of scalar data stored over regular as well as irregular grids. We use the MLS reconstruction to render smooth isosurfaces and to compute accurate derivatives for high-quality shading effects. We also present a novel, adaptive preintegration scheme to improve the efficiency of the ray casting algorithm by reducing the overall number of function evaluations, and an efficient implementation of our framework exploiting modern graphics hardware. The resulting system enables high-quality volume integration and shaded isosurface rendering for regular and irregular volume data.
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Contributor : Gaël Guennebaud Connect in order to contact the contributor
Submitted on : Wednesday, January 21, 2009 - 4:08:48 PM
Last modification on : Thursday, March 12, 2020 - 10:36:09 AM



Christian Ledergerber, Gael Guennebaud, Miriah Meyer, Moritz Bacher, Hanspeter Pfister. Volume MLS Ray Casting. IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2008, Proceedings of Visualization 2008, 14 (6), pp.1372-1379. ⟨10.1109/TVCG.2008.186⟩. ⟨inria-00354979⟩



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