Linear structure centerline detection using distance propagation

机译：使用距离传播的线性结构中心线检测

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摘要

Detecting centerlines and estimating widths of linear structures are useful in low level computer vision. In this paper we consider the detection of linear structures with two parallel borders in 2D images. During a distance propagation process, we use a novel method named centerline hit detection to select pixels on the centerlines. Experimental results show the effectiveness and efficiency of our method in various applications. The proposed method can readily serve as a preprocessing step for solving computer vision tasks such as enhancement, recognition and classification.

机译：在低级计算机视觉中，检测中心线和估计线性结构的宽度很有用。在本文中，我们考虑在二维图像中检测具有两个平行边界的线性结构。在距离传播过程中，我们使用一种名为“中心线命中检测”的新颖方法来选择中心线上的像素。实验结果表明我们的方法在各种应用中的有效性和效率。所提出的方法可以很容易地用作解决计算机视觉任务（例如增强，识别和分类）的预处理步骤。

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来源
《4th International Symposium on Bioelectronics and Bioinformatics》|2015年|223-227|共5页
会议地点 Beijing(CN)
作者
Bai Gaocheng; Chen Jiansheng; Wu Chan; Li Zhengqin;
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作者单位

Department of Electronic Engineering, Tsinghua University, Beijing, China;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Centerline; Centerline Hit; Distance Propagation; Parallel Borders;

机译：中心线；中心线命中；距离传播；平行边界;

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1. Modulation of the local grain structure in laser beam welds to inhibit the propagation of centerline hot cracks [J] . Christian Hagenlocher, Marc Seibold, Rudolf Weber, Procedia CIRP . 2018,第1期

机译：调节激光束焊缝中的局部晶粒结构以抑制中心线热裂纹的扩展
2. Modulation of the local grain structure in laser beam welds to inhibit the propagation of centerline hot cracks [J] . Christian Hagenlocher, Marc Seibold, Rudolf Weber, Procedia CIRP . 2018,第5aPartaB期

机译：调节激光束焊缝中的局部晶粒结构以抑制中心线热裂纹的扩展
3. Automatic centerline detection of small three-dimensional vessel structures [J] . Yuanzhi Cheng, Xin Hu, Yadong Wang, Journal of electronic imaging . 2014,第1期

机译：小型三维血管结构的自动中心线检测
4. Linear structure centerline detection using distance propagation [C] . Bai Gaocheng, Chen Jiansheng, Wu Chan, International Symposium on Bioelectronics and Bioinformatics . 2015

机译：线性结构中心线检测使用距离传播
5. Nonlinear Mechanisms of Wave Propagation in Periodic Structures: Harmonic Generation, Dispersion Correction, and Their Interplay [D] . Jiao, Weijian. 2020

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6. Non-linear relationship between hyperpolarisation and relaxation enables long distance propagation of vasodilatation [O] . Stephanie E Wölfle, Daniel J Chaston, Kenichi Goto, 2011

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7. Multiscale Centerline Detection by Learning a Scale-Space Distance Transform [O] . Amos Sironi, Vincent Lepetit, Pascal Fua 2015

机译：通过学习尺度空间距离变换进行多尺度中心线检测

Linear structure centerline detection using distance propagation

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