DocumentCode :
2382498
Title :
Rotation invariant topology coding of 2D and 3D objects using Morse theory
Author :
Baloch, Sajjad ; Krim, Hamid ; Kogan, Irina ; Zenkov, Dmitry
Author_Institution :
Dept. of Electr. & Comput. Eng., North Carolina State Univ., Raleigh, NC, USA
Volume :
3
fYear :
2005
fDate :
11-14 Sept. 2005
Abstract :
In this paper, we propose a numerical algorithm for extracting the topology of a three-dimensional object (2 dimensional surface) embedded in a three-dimensional space R3. The method is based on capturing the topology of a modified Reeb graph by tracking the critical points of a distance function. As such, the approach employs Morse theory in the study of translation, rotation, and scale invariant skeletal graphs. The latter are useful in the representation and classification of objects in R3.
Keywords :
image classification; image coding; image representation; numerical analysis; 2D objects; 3D objects; Morse theory; Reeb graph; distance function; objects classification; objects representation; rotation invariant topology coding; scale invariant skeletal graphs; three-dimensional space; topology extraction; translation; Eigenvalues and eigenfunctions; Encoding; Geometry; Manifolds; Mathematics; Topology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
Type :
conf
DOI :
10.1109/ICIP.2005.1530512
Filename :
1530512
Link To Document :
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