3D registration of ultrasound images based on morphology skeleton.
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 adopt 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.
Li
Dandan
D
Department of Control Science and Engineering, Harbin Institute of Technology, P.O. Box 327, Harbin, China, 150001. lindalee@run-to.com.
Wang
Yan
Y
Liu
Zhiyan
Z
Jin
Jing
J