A Multi-scale neighbourhood feature interaction network for photovoltaic cell defect detection

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Yu Chen Liu, Qiang Hua, Lin Lin Chen, Chun-Ru Dong, Feng Zhang, Yong Zhang

Published: 01 Jan 2025, Last Modified: 06 Nov 2025Knowl. Based Syst. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Detecting photovoltaic cells defects of various sizes in complex backgrounds.•Capturing multi-scale representations by fusing neighborhood features.•Reducing redundant noise information by combining Ghost convolution.•Conducting extensive comparative experiments and visualizations.