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基于距离变换的快速收敛Snake模型

A Fast Convergent Snake Model Based on Distance Transform

  • 摘要: 首先利用距离变换后凹腔内外力的特点检测出不收敛区域,然后修改其外力的方向和大小以达到快速收敛.文中算法不但能解决深的凹腔收敛性问题,而且计算简单、收敛速度快.该模型也可推广到基于GVF的快速算法模型.

     

    Abstract: We present a novel and fast convergent Snake model based on the distance transform. By the method, we find the points in the disconvergent area based on the property of external forces in the concavity; Secondly, we modify the direction and magnitude of the external forces at these points to make the convergence fast. Our algorithm is better than the GVF algorithm in terms of convergence speed and the result for deep boundary concavities. Besides, our model can be also extended to Snake model based on GVF.

     

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