Expert teacher based on foundation image segmentation model for object detection in aerial images

Abstract Despite the remarkable progress of general object detection, the lack of labeled aerial images limits the robustness and generalization of the detector. Teacher–student learning is a feasible solution on natural image domain, but few works focus on unlabeled aerial images. Inspired by found...

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Bibliographic Details
Main Authors: Yinhui Yu, Xu Sun, Qing Cheng
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-49448-9