Semi-supervised object detection with uncurated unlabeled data for remote sensing images

Nanqing Liu, Xun Xu, Yingjie Gao, Yitao Zhao, Heng-Chao Li

Abstract: Highlights•Effectively leverage uncurated unlabeled data in remote sensing object detection.•Develop a dynamic class-wise feature bank to store in-distribution data.•Design an adaptive OOD threshold for pruning out-of-distribution unlabeled data.