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膨胀系数可调节的Balloon snake方法在道路轮廓提取中的应用

吴亮1,胡云安2   

  1. 1. 合肥市香樟大道199号 9023信箱 27分箱
    2. 海军航空工程学院
  • 收稿日期:2009-09-07 修回日期:2010-02-16 出版日期:2011-02-25 发布日期:2011-02-25
  • 通讯作者: 吴亮

Balloon Snake with Adjustable Expansion Coefficient in Road Contour Extraction

  • Received:2009-09-07 Revised:2010-02-16 Online:2011-02-25 Published:2011-02-25

摘要: Ziplock snake、ribbon snake和quadratic snake是snake方法在道路提取中的常见应用。Quadratic Snake无需初始轮廓,但是计算量大且提取效果较差。Ziplock snake和ribbon snake方法都需要提供道路位置信息以初始化轮廓。如果提供的道路位置不完全,ziplock snake和ribbon snake将无法找回丢失的道路片段。本文提出膨胀系数可调节的balloon snake方法并应用于道路轮廓提取。其优点包括:1.在提供的道路位置信息存在缺失的情况下,balloon snake的膨胀作用能找回丢失的道路区域,从而提高道路提取的完整性。2.基于图像梯度和轮廓弯曲程度调节膨胀系数不但解决提取效果对固定膨胀系数较为敏感的问题,而且减少了轮廓形变参数,加快了道路轮廓提取速度。实验证明了该方法的有效性和优势。

Abstract: Ziplock snake, ribbon snake and quadratic snake are three classical snake methods applied in roads extraction. The quadratic snake is the most complicated the least accurate among the three. Having better outcome however, the ziplock and ribbon snake methods need the initial road information provided by other algorithms. Once some part of the initial road network is missing, it cannot be recovered by the ziplock or ribbon snake. In this paper, the balloon snake with adjustable expansion coefficient is adopted. Its advantages include: 1. with the introduction of expansion force in the balloon snake, the missing road parts can be recovered; 2. expansion coefficient tuning according to image gradient and contour curvature solved the problem of the output’s sensitivity to the coefficient. The experimental results demonstrate its effectiveness and advantage.

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