Title :
Shape-Based Contour Interpolation and Extrapolation Using Distance Mapping
Author :
Laurendeau, Denis ; Boulanov, Oleg
Author_Institution :
Dept of ECE, Laval Univ., Que.
Abstract :
We propose an approach to the problem of reconstruction of 3D surfaces from magnetic resonance (MR) images. We use shape-based contour interpolation and extrapolation algorithms implemented based on the active contour technique; our idea is to use distance mapping of feature points in order to model the active contour dynamics. We establish differential equations describing the active contour dynamics and set up an iterative procedure for numerical solution. The efficiency of approach is demonstrated on contours of liver and liver tumors in MR images
Keywords :
biomedical MRI; differential equations; extrapolation; feature extraction; image reconstruction; interpolation; iterative methods; liver; medical image processing; stereo image processing; tumours; 3D surface reconstruction; active contour dynamics; differential equations; distance mapping; extrapolation; feature points; iterative procedure; liver contours; liver tumors; magnetic resonance images; shape-based contour interpolation; Active contours; Computer vision; Extrapolation; Image reconstruction; Image resolution; Image sampling; Interpolation; Liver; Magnetic resonance imaging; Surface reconstruction;
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2521-0
DOI :
10.1109/ICPR.2006.1051