We consider applications of clustering techniques, Mean Shift and Self-Organizing Maps, to surface reconstruction (meshing) from scattered point data and review a novel kernel-based clustering method.

In this paper we present an optimized view-dependent meshing framework for adaptive and continuous level-of-detail (LOD) rendering in real-time. Multiresolution triangle mesh representations are an important tool for adapting triangle mesh complexity in real-time rendering environments. Ideally for interactive visualization, a triangle mesh is simplified to the maximal tolerated perceptual erro...

We introduce a new technique to create mesh of convex polyhedra representing the interior volume triangulated input surface. Our approach is particularly tolerant defects in input, which allowed self-intersect, be non-manifold, disconnected, and contain surface holes gaps. guarantee that exactly represented as union polygonal facets output mesh. Thanks our algorithm, traditionally difficult sol...