Frequency–Spatial Joint Decoupling With Adaptive Perceptual Aggregation for Remote Sensing Small Object Detection
Small object detection in remote sensing (RS) imagery remains fundamentally challenging due to severe information degradation caused by limited spatial resolution and complex background interference. In deep neural networks, such degradation is further exacerbated by irreversible information loss during conventional do...