Automatic infrared image recognition method for substation equipment based on a deep self-attention network and multi-factor similarity calculation

• Published in: Global Energy Interconnection Vol. 5; no. 4; pp. 397 - 408
• Main Authors: Li, Yaocheng, Xu, Yongpeng, Xu, Mingkai, Wang, Siyuan, Xie, Zhicheng, Li, Zhe, Jiang, Xiuchen
• Format: Journal Article
• Language: English
• Published: KeAi Communications Co., Ltd 01.08.2022
• Subjects: Deep self-attention network; Infrared image intelligent recognition; Multi-factor similarity calculation; Substation equipment

Infrared image recognition plays an important role in the inspection of power equipment. Existing technologies dedicated to this purpose often require manually selected features, which are not transferable and interpretable, and have limited training data. To address these limitations, this paper pr...