Wei Wang

Cascaded Multi-Scale Aggregation With Hierarchical Task Alignment for Aerial Small Object Detection

Small object detection in aerial images confronts three intertwined challenges that span the detection pipeline: the mismatch between the fixed receptive fields of backbone networks and the extreme scale variation of targets, the joint degradation of shallow-layer representations caused by gradient attenuation and spec...