Boundary vector field for parametric active contours

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摘要

Snakes are widely used in the fields of computer vision and image processing. There are a number of shortcomings of the traditional snakes, including the capture range problem and the concave object extraction problem. Gradient vector flow snake enhances the concave object extraction capability. However, it suffers from high computational requirement. In this paper, we present a new external force which is generated by a novel interpolation scheme which reduces the computational requirement significantly, and at the same time, improves the capture range and concave object extraction capability.

论文关键词:Parametric active contours,Snakes,External forces,Gradient vector flow,Boundary vector field,Capture range,Concave object extraction,Image segmentation,Medical image analysis

论文评审过程:Received 13 March 2006, Accepted 10 November 2006, Available online 27 December 2006.

论文官网地址:https://doi.org/10.1016/j.patcog.2006.11.006