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Author

Xiao-Dan Zhang

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Open access 2026

EDG-Net: A Lightweight Frequency-Aware CNN-Transformer Hybrid Network for Efficient Remote Sensing Change Detection

The efficient difference-gated network (EDG-Net), a lightweight frequency-aware convolutional neural network (CNN)-Transformer hybrid architecture that strategically couples convolutional feature extraction with efficient attention-based aggregation, is proposed.

Qing-Xiang Meng, Jin-Ning Zhao, Wen-Jie Yue et al. · 0 citations

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