Insulator Detection Method in Inspection Image Based on Improved Faster R-CNN

Insulator Detection Method in Inspection Image Based on Improved Faster R-CNN

The detection of insulators in power transmission and transformation inspection images is the basis for insulator state detection and fault diagnosis in thereafter. Aiming at the detection of insulators with different aspect ratios and scales and ones with mutual occlusion, a method of insulator ins...

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Bibliographic Details
Main Authors: Zhenbing Zhao, Zhen Zhen, Lei Zhang, Yincheng Qi, Yinghui Kong, Ke Zhang
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Energies
Subjects:
insulator
Faster R-CNN
object detection
RPN
deep learning
Online Access:https://www.mdpi.com/1996-1073/12/7/1204

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https://www.mdpi.com/1996-1073/12/7/1204

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