Affiliation of Author(s):
机电工程学院
Journal:
The 3rd IEEE International conference on Bioinformatics and Biemedical Engineering(iCBBE2009)
Key Words:
中文关键字:水平集;三维分割;偏微分方程,英文关键字:Level set; 3D segmentation; partial differential e
Abstract:
In this paper, we propose 3D fast level set segmentation base on Chan-Vese Model. Define the signed distance as integers without computation, and creative construct the evolution speed field of surface by the partial differential equation for Chan-Vese model (only the sign is velocity is used), we implement 3D fast level set segmentation without solving partial differential equation. It preserve the advantages of Chan-Vese model that detect objects whose boundaries are not necessarily defined by gradient or without edges. Finally we present some segmentation experiment for 2D and 3D medical image.