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Hong-Qian He

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Review Open access Sep 2026

Physics-Guided Deep Learning and Geospatial Aggregation for Photovoltaic Panel Detection and Duplicate-Free Counting in Unmanned Aerial Vehicle Imagery

Automated inspection of utility-scale photovoltaic plants requires reliable detection and inventory of individual panels from overlapping aerial images. We developed a physics-guided deep learning and geospatial aggregation framework for panel detection and duplicate-free plant-level counting. Scene-targeted augmentati...

Si-Xin Zhu, Kun-Ping Liang, Xu Zhao et al. · 0 citations

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