Title :
A new method for contour correspondence based on the internal information in intensity-based ultrasound image registration
Author :
Fang, Jing ; Xiao, Yang ; Hu, Shao-hai
Author_Institution :
Inst. of Inf. Sci., Beijing Jiaotong Univ., China
Abstract :
Comparing with the CT imaging, there are a lot of speckles in the ultrasound images. When we use the probe to detect the organism, we get a set of slices which are consecutive in the centroid. In the new method proposed in this paper, every contour in a slice is designated a value that represents its size and density, then the overall "centroid" of the slice is found. For each contour, its corresponding contour on the adjacent slice is determined based on their designated value and their polar coordinate to the slice centroid. For the aim of slice registration, adjacent slices are first aligned roughly according to their centroid, furthermore, the optimal registration position nearby which minimize the efficacy function which reflects the registration suitability at a given position.
Keywords :
biomedical ultrasonics; image registration; medical image processing; speckle; contour correspondence; intensity-based ultrasound image registration; internal information; slice centroid; slice registration; Computed tomography; Fetus; Gravity; Image registration; Information science; Liver diseases; Organisms; Pancreas; Probes; Ultrasonic imaging;
Conference_Titel :
TENCON 2004. 2004 IEEE Region 10 Conference
Print_ISBN :
0-7803-8560-8
DOI :
10.1109/TENCON.2004.1414451