基于灰度共生矩阵纹理特征的输电导线识别

摘要

Analyzed the characteristics of the transmission line images, using the gray-level co-occurrence matrix texture features of the image, studied the transmission line recognition method.Firstly, analyzed the GLCM texture features of transmission image by selecting the appropriate window size, and then selected the higher resolution characteristics to extract line.Secondly, traversed the entire image to extract line using the above texture features.Finally, removed irrelevant image pixels using the image segmentation technique and fitted the complete transmission line by the least squares method.%分析了输电线路图像的特点，利用图像的灰度共生矩阵纹理特征，对导线的提取进行了研究。首先，选取合适的窗口大小分析输电图像的灰度共生矩阵纹理特征，选取分辨率较高的特征进行导线提取；其次，利用上述纹理特征遍历整幅图像提取导线；最后，利用图像区域分割技术去除图像中非导线区域的像素点，并且利用最小二乘法拟合得到完整的输电导线。