DocumentCode :
3061373
Title :
Automatic extraction of local axis of bone symmetry in CT images
Author :
Favaedi, Leila ; Petrou, Maria
Author_Institution :
Department of Electrical and Electronic Engineering, Communications and Signal Processing Group, Imperial College, London, SW7 2AZ, UK
fYear :
2008
fDate :
20-25 Aug. 2008
Firstpage :
478
Lastpage :
481
Abstract :
We present an algorithm that extracts local axis of symmetry in CT images automatically. The proposed method combines registration and extraction of bone contours to generate the desired symmetry axis. The method consists of several stages: first extracting the bone contours of the images by using an active contour method, then finding grossly an axis that allows the division of the image into two parts, loosely called “half” images, but with the understanding that they are not exactly the two halves of the image but rather the two halves of the depicted object. After that, finding a mapping that aligns the first half of the image with the second half and finally, finding the local axis of symmetry from corresponding contours.
Keywords :
Active contours; Biomedical image processing; Bones; Brain; Computed tomography; Image segmentation; Level set; Minimization methods; Plastics; Surgery; Algorithms; Artificial Intelligence; Bone and Bones; Pattern Recognition, Automated; Radiographic Image Enhancement; Radiographic Image Interpretation, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity; Tomography, X-Ray Computed;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
ISSN :
1557-170X
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2008.4649194
Filename :
4649194
Link To Document :
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