UAV-SGDFNet: structured guided dual-level feature fusion for low-altitude anti-UAV detection
This work proposes UAV-SGDFNet, an efficient small UAV detector that enhances robustness by jointly optimizing feature representation and multi-scale fusion, and introduces a spatial-channel collaborative attention mechanism to strengthen discriminative features for the target and suppress background interference.