2009 Sixth International Conference on Computer Graphics, Imaging and Visualization (2009)
Aug. 11, 2009 to Aug. 14, 2009
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CGIV.2009.15
We present a novel algorithm to segment a 3D surface mesh into visually meaningful regions. Our approach is based on an analysis of the local geometry of vertices. In particular, we begin with a novel characterization of vertices as convex, concave or hyperbolic based upon their discrete local geometry. Hyperbolic and concave vertices are considered potential feature region boundaries. We propose a new region growing technique starting from these boundary vertices leading to a segmentation of the surface that is subsequently simplified by a region-merging method. Experiments indicate that our algorithm segments a broad range of 3D models at a quality comparable to existing algorithms. Its use of methods that belong naturally to discretized surfaces and ease of implementation make it an appealing alternative in various applications.
Feature extraction, hyperbolic vertex, local geometry, mesh segmentation, region growing, region merging
C. Chuon and S. Guha, "Surface Mesh Segmentation Using Local Geometry," 2009 Sixth International Conference on Computer Graphics, Imaging and Visualization(CGIV), Tianjin, China, 2009, pp. 250-254.