Title :
Multi-scale rigid registration to detect damage in micro-CT images of progressively loaded bones
Author :
Green, Richard ; Graham, Jim ; Devlin, Hugh
Author_Institution :
Manchester Acad. Health Sci. Centre, Univ. of Manchester, Manchester, UK
fDate :
March 30 2011-April 2 2011
Abstract :
We present a method to detect damage in time-lapsed, micro-CT images of progressively loaded bone. The method we have developed splits the image into regions and performs registration on each region individually. The procedure is repeated with progressively smaller regions until either a minimum size or a maximum number of levels is reached. The regions are then classified as damaged or undamaged. This method has been successfully applied to three sets of images and tested with simulated damage. It will allow us to determine the characteristics of trabecular architecture that provide strength and to predict regions that are most likely to be damaged based on their structure.
Keywords :
bone; computerised tomography; image registration; medical image processing; damage detection; microCT image; multiscale rigid registration; progressively loaded bone; trabecular architecture; Biomedical measurements; Bones; Imaging; Loading; Osteoporosis; Strain; Three dimensional displays; Bone Strength; Image Registration; Micro-CT Imaging; Trabecular Structure;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-4127-3
Electronic_ISBN :
1945-7928
DOI :
10.1109/ISBI.2011.5872624