SPEFormer: A Synergistic Perception-Enhanced Transformer With Density-Guided Dynamic Queries for Remote Sensing Small-Object Detection
Small-object detection in remote sensing images is highly challenging due to their limited pixel representation, weak feature expression, and strong interference from complex backgrounds. Moreover, existing query-based detectors typically use a fixed number of object queries for all images, making them poorly adaptive...