Multiresolution volume representation: the wavelet approach

A novel method for multiresolution volume representation is presented. The method is based on wavelets and it can be used for representing volumetric data defined on non structured grids. The basic contribution is the extension of wavelets to volumetric domains of arbitrary topological type. This extension is made by constructing a wavelet basis defined on any tetrahedrized volume. This basis construction is achieved using a multiresolution analysis and lifting scheme.

[1]  Shigeru Muraki,et al.  Multiscale Volume Representation by a DoG Wavelet , 1995, IEEE Trans. Vis. Comput. Graph..

[2]  Alain Fournier,et al.  Volume models for volumetric data , 1994, Computer.

[3]  Rüdiger Westermann,et al.  A multiresolution framework for volume rendering , 1994, VVS '94.

[4]  Shigeru Muraki,et al.  Approximation and rendering of volume data using wavelet transforms , 1992, Proceedings Visualization '92.

[5]  Peter Schröder,et al.  Interpolating Subdivision for meshes with arbitrary topology , 1996, SIGGRAPH.

[6]  I. Daubechies,et al.  Wavelets on the Interval and Fast Wavelet Transforms , 1993 .

[7]  Hans Hagen,et al.  Scientific Visualization: Overviews, Methodologies, and Techniques , 1997 .

[8]  Gregory M. Nielson,et al.  Haar wavelets over triangular domains with applications to multiresolution models for flow over a sphere , 1997 .

[9]  Leila De Floriani,et al.  Hierarchical triangulation for multiresolution surface description , 1995, TOGS.

[10]  Leila De Floriani,et al.  Multiresolution modeling and visualization of volume data based on simplicial complexes , 1994, VVS '94.

[11]  Peter Schröder,et al.  Spherical wavelets: efficiently representing functions on the sphere , 1995, SIGGRAPH.

[12]  Stéphane Mallat,et al.  A Theory for Multiresolution Signal Decomposition: The Wavelet Representation , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[13]  Daniel Cohen-Or,et al.  Volume graphics , 1993, Computer.

[14]  Ronald A. DeVore,et al.  Image compression through wavelet transform coding , 1992, IEEE Trans. Inf. Theory.

[15]  W. Sweldens The Lifting Scheme: A Custom - Design Construction of Biorthogonal Wavelets "Industrial Mathematics , 1996 .

[16]  Wim Sweldens,et al.  Lifting scheme: a new philosophy in biorthogonal wavelet constructions , 1995, Optics + Photonics.

[17]  Hans Hagen,et al.  Research issues in data modeling for scientific visualization , 1994, IEEE Computer Graphics and Applications.

[18]  C. Chui,et al.  Wavelets on a Bounded Interval , 1992 .