MTI-YOLO: A Light-Weight and Real-Time Deep Neural Network for Insulator Detection in Complex Aerial Images

MTI-YOLO: A Light-Weight and Real-Time Deep Neural Network for Insulator Detection in Complex Aerial Images

Insulator detection is an essential task for the safety and reliable operation of intelligent grids. Owing to insulator images including various background interferences, most traditional image-processing methods cannot achieve good performance. Some You Only Look Once (YOLO) networks are employed t...

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Bibliographic Details
Main Authors: Chuanyang Liu, Yiquan Wu, Jingjing Liu, Jiaming Han
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Energies
Subjects:
insulator detection
image processing
convolution neural networks
aerial image
YOLO network
complex background
Online Access:https://www.mdpi.com/1996-1073/14/5/1426

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https://www.mdpi.com/1996-1073/14/5/1426

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