A Small-Sized Defect Detection Method for Overhead Transmission Lines Based on Convolutional Neural Networks-Reference-Cited by-同舟云学术

A Small-Sized Defect Detection Method for Overhead Transmission Lines Based on Convolutional Neural Networks

Published:2023 Issue: Volume:72 Page:1-12
ISSN:0018-9456
Container-title:IEEE Transactions on Instrumentation and Measurement
language:
Short-container-title:IEEE Trans. Instrum. Meas.

Author:

Fu Qi¹^ORCID,Liu Jiefeng¹^ORCID,Zhang Xingtuo¹^ORCID,Zhang Yiyi¹^ORCID,Ou Yang¹^ORCID,Jiao Runnong¹^ORCID,Li Chuanyang²^ORCID,Mazzanti Giovanni³^ORCID

Affiliation:

1. Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University, Nanning, China

2. Department of Electrical Engineering, Tsinghua University, Beijing, China

3. Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy

Funder

Guangxi Natural Science Foundation Project

Innovation Project of Guangxi Graduate Education

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Instrumentation

Link

http://xplorestaging.ieee.org/ielx7/19/10012124/10192446.pdf?arnumber=10192446

Reference31 articles.

1. Typical Defect Detection Technology of Transmission Line Based on Deep Learning

2. YOLOv3: An incremental improvement;redmon;arXiv 1804 02767,2018

3. Intelligent fault detection of high voltage line based on the Faster R-CNN

4. SSD: Single shot multibox detector;liu;Proc Euro Conf Comput Vis,2016

5. YOLOv4: Optimal speed and accuracy of object detection;bochkovskiy;arXiv 2004 10934,2020

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