Title :
3D Registration of Ultrasound Images Based on Morphology Skeleton
Author :
Li, Dandan ; Wang, Yan ; Liu, Zhiyan ; Jin, Jing
Author_Institution :
Dept. of Control Sci. & Eng., Harbin Inst. of Technol.
Abstract :
In order to eliminate displacement and elastic deformation between images of adjacent frames in course of 3D ultrasonic image reconstruction, elastic registration based on morphology skeleton was adopted in this paper. Feature points of connected skeleton are extracted automatically by accounting topical curvature extreme points several times. Initial registration is processed according to barycenter of skeleton. Whereafter, elastic registration based on radial basis function are processed according to feature points of skeleton. Result of example demonstrate that according to traditional rigid registration, elastic registration based on skeleton feature retain natural difference in shape for organ´s different part, and eliminate slight elastic deformation between frames caused by image obtained process simultaneously. This algorithm has a high practical value for image registration in course of 3D ultrasound image reconstruction
Keywords :
biomedical ultrasonics; bone; image reconstruction; image registration; medical image processing; 3D elastic registration; displacement; elastic deformation; image reconstruction; morphology skeleton; radial basis function; skeleton barycenter; topical curvature extreme points; ultrasound images; Counting circuits; Deformable models; Image reconstruction; Image registration; Interpolation; Morphology; Shape; Skeleton; Spline; Ultrasonic imaging;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1615940