Multiscale Image Splitting Based Feature Enhancement and Instance Difficulty Aware Training for Weakly Supervised Object Detection in Remote Sensing Images

Weakly supervised object detection (WSOD) has a great practical value in remote sensing image (RSI) interpretation because the instance-level annotations are not required. The multiple instance learning based methods are mainstream, and two problems should be addressed. First of all, the majority of...

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Bibliographic Details
Main Authors: Xiaoliang Qian, Chenhao Wang, Chao Li, Zhehui Li, Li Zeng, Wei Wang, QingE Wu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10214659/