Hong Liu

FSA-DETR: A Frequency-Aware and Structure-Aligned DETR for Small-Object Detection in UAV Aerial Imagery

Small objects in unmanned aerial vehicle (UAV) imagery often occupy only a few pixels, making their responses vulnerable to downsampling, cluttered backgrounds, and cross-scale feature misalignment. Most detector improvements handle backbone representation, encoder context modeling, and neck fusion as separate design c...