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The collection of images of an insulator taken outdoors in varying lighting conditions with additional laser spots

机译:在不同的照明条件下户外采取的绝缘体的图像的集合与额外的激光斑

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Electrical insulators are elements of power lines that require periodical diagnostics. Due to their location on the components of high-voltage power lines, their imaging can be cumbersome and time-consuming, especially under varying lighting conditions. Insulator diagnostics with the use of visual methods may require localizing insulators in the scene. Studies focused on insulator localization in the scene apply a number of methods, including: texture analysis, MRF (Markov Random Field), Gabor filters or GLCM (Gray Level Co-Occurrence Matrix) . Some methods, e.g. those which localize insulators based on colour analysis , rely on object and scene illumination, which is why the images from the dataset are taken under varying lighting conditions. The dataset may also be used to compare the effectiveness of different methods of localizing insulators in images. This article presents high-resolution images depicting a long rod electrical insulator under varying lighting conditions and against different backgrounds: crops, forest and grass. The dataset contains images with visible laser spots (generated by a device emitting light at the wavelength of 532?nm) and images without such spots, as well as complementary data concerning the illumination level and insulator position in the scene, the number of registered laser spots, and their coordinates in the image. The laser spots may be used to support object-localizing algorithms, while the images without spots may serve as a source of information for those algorithms which do not need spots to localize an insulator.
机译:电绝缘体是需要定期诊断的电力线元件。由于它们的位置在高压电源线的组件上,它们的成像可能是麻烦和耗时的,特别是在不同的照明条件下。使用视觉方法的绝缘体诊断可能需要在场景中定位绝缘体。专注于现场绝缘体定位的研究应用许多方法,包括:纹理分析,MRF(马尔可夫随机场),Gabor滤波器或GLCM(灰度共发生矩阵)。一些方法,例如根据颜色分析本地化绝缘体的那些,依赖于对象和场景照明,这就是为什么在不同的照明条件下采取数据集的图像。数据集还可用于比较图像中定位绝缘体的不同方法的有效性。本文介绍了在不同的照明条件下的长杆电绝缘体和不同背景下的高分辨率图像:作物,森林和草。数据集包含具有可见激光斑点的图像(由发射波长的光在532Ω·nm的光)和没有这种斑点的图像,以及关于场景中的照明水平和绝缘体位置的互补数据,注册激光的数量斑点,以及图像中的坐标。激光斑可以用于支持对象定位算法,而没有斑点的图像可以用作那些不需要斑点来定位绝缘体的算法的信息来源。

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