Extraction and remeshing of ellipsoidal representations from mesh data

Dense 3D polygon meshes are now a pervasive product of various modelling and scanning processes that need to be subsequently processed and structured appropriately for various applications. In this paper we address the restructuring of dense polygon meshes using their segmentation based on a number of ellipsoidal regions. We present a simple segmentation algorithm where connected components of a mesh are fit to ellipsoidal surface regions. The segmentation of a mesh into a small number of ellipsoidal elements makes for a compact geometric representation and facilitates efficient geometric queries and transformations. We also contrast and compare two polygon remeshing techniques based on the ellipsoidal surfaces and the segmentation boundaries.

[1]  Leif Kobbelt,et al.  Ellipsoid decomposition of 3D-models , 2002, Proceedings. First International Symposium on 3D Data Processing Visualization and Transmission.

[2]  A. Pentland Perceptual organization and the representation of natural form , 1987 .

[3]  Mathieu Desbrun,et al.  Variational shape approximation , 2004, SIGGRAPH 2004.

[4]  Ayellet Tal,et al.  Hierarchical mesh decomposition using fuzzy clustering and cuts , 2003, ACM Trans. Graph..

[5]  Mark Meyer,et al.  Discrete Differential-Geometry Operators for Triangulated 2-Manifolds , 2002, VisMath.

[6]  Alex Pentland,et al.  Perceptual Organization and the Representation of Natural Form , 1986, Artif. Intell..

[7]  Tony DeRose,et al.  Mesh optimization , 1993, SIGGRAPH.

[8]  Franc Solina,et al.  Segmentation and Recovery of Superquadrics , 2000, Computational Imaging and Vision.

[9]  Karan Singh,et al.  Interactive curve design using digital French curves , 1999, SI3D.

[10]  Hugues Hoppe,et al.  Progressive meshes , 1996, SIGGRAPH.

[11]  Marc Levoy The Digital Michelangelo Project , 1999, Comput. Graph. Forum.

[12]  David P. Dobkin,et al.  MAPS: multiresolution adaptive parameterization of surfaces , 1998, SIGGRAPH.

[13]  StephanBischof Leif Kobbelt Ellipsoid decomposition of 3 D-models , 2002 .

[14]  Ruzena Bajcsy,et al.  Recovery of Parametric Models from Range Images: The Case for Superquadrics with Global Deformations , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[15]  Leif Kobbelt,et al.  Towards robust broadcasting of geometry data , 2002, Comput. Graph..

[16]  Franc Solina,et al.  Segmentation and recovery of superquadrics: computational imaging and vision , 2000 .