A variational level set approach to multiphase motion
Journal of Computational Physics
International Journal of Computer Vision
A PDE-based fast local level set method
Journal of Computational Physics
Flux Maximizing Geometric Flows
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Image Processing
Segmentation of thin structures in volumetric medical images
IEEE Transactions on Image Processing
An oriented flux symmetry based active contour model for three dimensional vessel segmentation
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
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Evolutionary schemes based on the level set theory are effective tools for medical image segmentation. In this paper, a new variational technique for edge integration is presented. Region statistical measures and orientation information from ramp-like edges, are fused within an energy minimization scheme that is based on a new interpretation of edge concept. A region driven advection term simulating the edge strength effect is directly obtained from this minimization strategy. We have applied our method to several real Magnetic Resonance Angiography data sets and comparison has been made with a state-of-the-art vessel segmentation method. Presented results indicate that using this method a significant improvement is achievable and the method can be an effective tool to extract vessels in MRA intracranial images.