Improved U-Net based insulator image segmentation method based on attention mechanism

Improved U-Net based insulator image segmentation method based on attention mechanism

To realize the accurate identification and segmentation of the insulator string in the complex background image with diverse appearance and obscuration, this paper proposes an insulator segmentation method based on improved U-Net. The algorithm embeds the attention mechanism ECA-Net (Efficient Chann...

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Bibliographic Details
Main Authors: Gujing Han, Min Zhang, Wenzhao Wu, Min He, Kaipei Liu, Liang Qin, Xia Liu
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:Energy Reports
Subjects:
Insulator
Image segmentation
U-Net
Attention mechanism
ECA-Net
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484721010611

Internet

http://www.sciencedirect.com/science/article/pii/S2352484721010611

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