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输电线路覆冰图像的Canny算子改进算法研究

Research on improved algorithm of Canny operator for ice coating image of transmission lines

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【作者】 周敏吴冰

【Author】 Zhou Min;Wu Bing;School of Electrical Engineering and Automation, Henan Polytechnic University;

【通讯作者】 吴冰;

【机构】 河南理工大学电气工程与自动化学院

【摘要】 每到冬季输电线路覆冰问题常常给供电安全造成严重后果,精确的覆冰边缘检测是覆冰厚度计算的关键问题。将改进的Canny算子优良的边缘检测性能用于覆冰边缘检测。提出使用基于形态学滤波去噪方法代替传统的高斯滤波,并结合对角线方向元素的影响,用改进的Canny算子检测边缘,为计算覆冰厚度提供可靠的技术支持。研究表明,该方法与传统的边缘检测算法相比,能够精确的检测出覆冰的边缘,对于覆冰厚度计算以及除冰技术具有重要的意义。

【Abstract】 Icing problems in winter transmission lines often have serious consequences for power supply safety. Accurate ice edge detection is a key issue in ice thickness calculation. The improved Canny operator’s excellent edge detection performance is used for ice edge detection. It is proposed to use the morphological filtering based denoising method instead of the traditional Gaussian filtering, combined with the influence of the diagonal direction elements, to detect the edges with the improved Canny operator,and provide reliable technical support for calculating the ice thickness. The research shows that this method can accurately detect the edge of ice coating compared with the traditional edge detection algorithm, which is of great significance for ice thickness calculation and deicing technology.

  • 【分类号】TM75;TP391.41
  • 【被引频次】7
  • 【下载频次】233
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