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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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摘要

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) [1,2]. Some methods, e.g. those which localize insulators based on colour analysis [3], 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:电气绝缘体是需要定期诊断电源线元素。由于它们对高压电力线的部件的位置,它们的成像可能是麻烦的和费时的,特别是在与使用的视觉的方法不同的照明conditions.Insulator诊断可能需要在现场定位绝缘体。研究主要集中在场景中的绝缘体的定位应用了许多方法,其中包括:纹理分析,MRF(马尔可夫随机场),Gabor滤波器或GLCM(灰度共生矩阵)[1,2]。一些方法,例如那些定位基于颜色分析[3]绝缘子,依靠对象和场景照明,这就是为什么从数据集的图像不同的照明条件下拍摄的。数据集也可被用于定位的绝缘体的不同方法的效果比较images.This文章呈现高分辨率的图像描绘不同的照明条件下和针对不同背景长杆电绝缘体:农作物,森林和草。该数据集包含与可见激光斑点(通过在532nm的波长发光的装置产生的)和图像没有这种斑点,以及补充数据关于在场景中的照明水平和绝缘体位置,注册激光斑点的数量的图像,以及它们在图像中的坐标。激光光斑可用于支持定位对象的算法,而没有斑点图像可以充当信息对于那些不需要斑点本地化绝缘体算法的源极。

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