Level set based shape prior segmentation

• Published in: 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) Vol. 2; pp. 1164 - 1170 vol. 2
• Main Authors: Chan, T., Wei Zhu
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2005
• Subjects: Active contours; Convergence; Image processing; Image segmentation; Labeling; Level set; Mathematical model; Mathematics; Shape; Solid modeling

We propose a level set based variational approach that incorporates shape priors into Chan-Vese's model for the shape prior segmentation problem. In our model, besides the level set function for segmentation, as in Cremers' work, we introduce another labelling level set function to indicat...