Infrared Image Target Detection of Substation Electrical Equipment Using an Improved Faster R-CNN

Infrared camera can be used to monitor the condition of substation electrical equipment. Fast and accurate target detection algorithm is the key for infrared intelligent on-line routing inspection. However, the performance of traditional detection algorithm is poor due to the complex background of s...

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Veröffentlicht in:	IEEE transactions on power delivery 2023-02, Vol.38 (1), p.387-396
Hauptverfasser:	Ou, Jianhua, Wang, Jianguo, Xue, Jian, Wang, Jianping, Zhou, Xian, She, Lingcong, Fan, Yadong
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Artificial neural networks Aspect ratio Convolutional neural networks Current transformers Electric equipment faster R-CNN Feature extraction Infrared cameras Infrared imagery Infrared images Infrared inspection Inspection Insulators Object detection Proposals substation electrical equipment Substations Target detection
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