Donghang Li

DFA-Det: Dynamic Feature Augmentation and Hierarchical Adaptive Fusion for Small Object Detection in Low-Altitude Complex Scenes

Experiments show that DFA-Det improves small-object precision, crowded-scene recall, and cross-scale robustness compared with representative two-stage, one-stage, transformer-based, and recent YOLO-family detectors.