Segmentation Using Skeletally Coupled Deformable Models
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Transcript of Segmentation Using Skeletally Coupled Deformable Models
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Segmentation Using Skeletally Coupled Deformable Models
Based on "Segmentation of carpal bones from CT images using skeletally coupled deformable models” by Thomas B. Sebastian, Hüseyin Tek,
Joseph J. Crisco, Benjamin B. Kimia
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The Problem: Wrist Difficulties
• Poorly understood kinematics• Many small bones hinder traditional methods• Static images cannot always diagnose problem
http://basicxray.blogspot.com/2009/08/wrist-normal-anatiomy.html
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Proposed Solution: Diagnosis in Motion
• Potential to detect problems in soft tissue by observing motion of bones
• Segment bones through modified region growing
Sebastian et al.
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Technical Implementation
• Global “skeleton” of image• Predict boundaries → Control growth speed• Region competition• Allow for back-and-forth
Sebastian et al.
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Project Timeline
• Weeks 1-2– Obtain Data– Revive code
• Mid-Project Presentation– Preliminary Results
• Weeks 3-4– Finish code revival if necessary– Run algorithm – Write report/presentation