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Active Contour Model with Shape Constraints for Bone Fracture Detection
Sydney, Australia July 26-July 28
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CGIV.2006.16International Conference on Computer ...
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Y Jia, Ryerson University, Canada
Y Jiang, Ryerson University, Canada
This paper presents a segmentation method that outlines fractured bones in an X-ray image of a patient?s arm within casting materials, and displays the alignment between the fractured bones. This segmentation task is often difficult because the casting materials cause a low contrast and high noise ratio in the X-ray images. A geodesic active contour model with global constraints is applied to this task. A prior shape is collected and used as a global constraint of our model. A maximum-likelihood function is derived to provide feedback for each evolving process. Experimental results show that the method produces the outlines of the fractured bones on the low contrast X-ray images robustly and accurately.
Citation:
Y Jia, Y Jiang, "Active Contour Model with Shape Constraints for Bone Fracture Detection," cgiv, pp.90-95, International Conference on Computer Graphics, Imaging and Visualisation (CGIV'06), 2006
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