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
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