Title :
Topological modeling of illuminated surfaces using Reeb graph
Author :
Hamza, A.B. ; Krim, Hamid
Author_Institution :
Dept. of Electr. & Comput. Eng., North Carolina State Univ., Raleigh, NC, USA
Abstract :
We present a feature-based object representation for topological modeling of three-dimensional illuminated surfaces. The proposed approach encodes an object into the Reeb graph concept from computational topology. This skeletal structure is based on the generalized height function in the light direction defined on the illuminated surface. In this paper, the topological properties of the proposed representation are analyzed in the Morse theoretic framework, and its close relationship to the shading problem is also highlighted. Some numerical simulations with synthetic and real 3D data are provided to demonstrate the potential of object singularities in topological modeling.
Keywords :
encoding; graph theory; image representation; Morse theoretic framework; Reeb graph; computational topology; feature-based object representation; generalized height function; illuminated surface; light direction; object encoding; object singularity; skeletal structure; topological modeling; Computer vision; Image analysis; Image motion analysis; Image processing; Image recognition; Image registration; Level set; Numerical simulation; Shape; Topology;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247075