DETECTION OF 3-D SIMPLE POINTS FOR TOPOLOGY PRESERVING TRANSFORMATIONS WITH APPLICATION TO THINNING

Citation
Pk. Saha et Bb. Chaudhuri, DETECTION OF 3-D SIMPLE POINTS FOR TOPOLOGY PRESERVING TRANSFORMATIONS WITH APPLICATION TO THINNING, IEEE transactions on pattern analysis and machine intelligence, 16(10), 1994, pp. 1028-1032
Citations number
11
Categorie Soggetti
Computer Sciences","Computer Science Artificial Intelligence","Engineering, Eletrical & Electronic
ISSN journal
01628828
Volume
16
Issue
10
Year of publication
1994
Pages
1028 - 1032
Database
ISI
SICI code
0162-8828(1994)16:10<1028:DO3SPF>2.0.ZU;2-H
Abstract
The problems of 3-D digital topology preservation under binary transfo rmations and 3-D object thinning are considered in this correspondence . At first, we establish the conditions under which transformation of an object voxel to a non-object voxel, or its inverse does not affect the image topology. An efficient algorithm to detect a simple point ha s been proposed on the basis of those conditions. In this connection, some other interesting properties of 3-D digital geometry are also dis cussed. Using these properties and the simple point detection algorith m, we have proposed an algorithm to generate surface-skeleton so that the topology of the original image is preserved, the shape of the imag e is maintained as much as possible, and the results are less affected by noise.