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An addition interaction and frequency mamba enhanced detection transformer for photovoltaic cell surface defects
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DOI：10.1016/j.solener.2026.114680.png)
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Abstract
En 中文
• A defect detection method for photovoltaic surfaces with fine cracks and multiple defects is proposed. • Mamba based on SSM is first applied to PV cell detection to improve long-range dependencies defect feature extraction. • Additive interaction integrates spatial and channel information to improve key-area detection performance. • By combining frequency domain enhancement and Mamba, the model's ability to perceive subtle defects is enhanced.
Keywords:
defect detection
photovoltaic cell
Mamba
frequency domain enhancement
additive interaction
Journal
IF:
6.6
Papers:
1.4W
Citations:
6.2W
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