Lightweight Small-Object Detection for Urban UAV Imagery with Content-Aware Feature Reconstruction and Gradient-Adaptive Localization
A lightweight YOLO11n configuration in which established SCSA recalibration, DySample reconstruction, decoupled prediction, and SimOTA assignment act at successive stages of the detection pipeline supports a compact single-pass accuracy–efficiency trade-off for resource-constrained UAV perception, and indicates that th...