1. Extraction Axis of Three-Dimensional Blood Vessel Images Based on Energy Constraint Equation
- Author
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Yong Sheng Wang, Shuang Chen, and Jun Li Li
- Subjects
business.industry ,Quantitative Biology::Tissues and Organs ,Physics::Medical Physics ,Mathematical analysis ,General Engineering ,Quantitative Biology::Cell Behavior ,medicine.anatomical_structure ,Position (vector) ,cardiovascular system ,Thinning algorithm ,medicine ,Computer vision ,Artificial intelligence ,business ,Distance transform ,Energy (signal processing) ,Mathematics ,Energy constraint ,Gradient direction ,Blood vessel - Abstract
Extracting axis of 3D blood vessel images is very important and useful to quantify blood vessel in medical diagnosis. According to blood vessel features, we constructed the energy constraint equation of blood vessel. The initial skeleton curve of blood vessel images obtained by thinning algorithm dynastically converges to the position of the axis under energy constraint equation and along gradient direction of the distance field of blood vessel images. When the equation energy reaches a minimum value, the initial skeleton curve also fixes in the axis position at this time. Experimental results show that the position of the blood vessels axis extracted by this method is accurate, and the axis preserves topology and connectivity.
- Published
- 2011
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