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DIG: Discrete Iso-contour Geodesics for Topological Analysis of Voxelized Objects

  • Gurman Bhalla
  • Partha BhowmickEmail author
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9667)

Abstract

Discretized volumes and surfaces—used today in many areas of science and engineering—are approximated from the real objects in a particular theoretical framework. After a discretization produces a triangle mesh (2-manifold surface), a well-formed voxel set can be prepared from the mesh by voxelization of its constituent triangles based on some digitization principle. Since there exist different topological models of digital plane, choosing the appropriate model to meet the desired requirement appears to be of paramount importance. We introduce here the concept of discrete iso-contour geodesics (DIG) and show how they can be constructed on a voxelized surface with the assurance of certain topological requirements, when the voxelization conforms to the naive model with judicious inclusion of Steiner voxels from the graceful model, as and when needed. We also show some preliminary results on its practical application towards extraction of high-level topological features of 3D objects, which can subsequently be used for various shape-analytic applications.

Keywords

Digital geometry Discrete topology Iso-contour geodesics Shape analysis Voxelization 

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Copyright information

© Springer International Publishing Switzerland 2016

Authors and Affiliations

  1. 1.Department of Computer Science and EngineeringIndian Institute of TechnologyKharagpurIndia

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