Insulator Detection in Aerial Images for Transmission Line Inspection Using Single Shot Multibox Detector

The detection of insulators with cluttered backgrounds in aerial images is a challenging task for an automatic transmission line inspection system. In this paper, we propose an effective and reliable insulator detection method based on a deep learning technique for aerial images. In the proposed dee...

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Bibliographic Details
Main Authors: Xiren Miao, Xinyu Liu, Jing Chen, Shengbin Zhuang, Jianwei Fan, Hao Jiang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8603728/