R-YOLO: A YOLO-Based Method for Arbitrary-Oriented Target Detection in High-Resolution Remote Sensing Images

R-YOLO: A YOLO-Based Method for Arbitrary-Oriented Target Detection in High-Resolution Remote Sensing Images

In view of the existence of remote sensing images with large variations in spatial resolution, small and dense objects, and the inability to determine the direction of motion, all these components make object detection from remote sensing images very challenging. In this paper, we propose a single-s...

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Bibliographic Details
Main Authors: Yongjie Hou, Gang Shi, Yingxiang Zhao, Fan Wang, Xian Jiang, Rujun Zhuang, Yunfei Mei, Xinjiang Ma
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Sensors
Subjects:
deep learning
remote sensing image
rotating frame
attention mechanism
YOLOv5
Online Access:https://www.mdpi.com/1424-8220/22/15/5716

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