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.
· IEEE Journal of Selected Top... · 0 citations