Aircraft Target Detection in Remote Sensing Images Based on Improved YOLOv5

Dealing with the insufficient detection accuracy and speed of aircraft targets in remote sensing images under complex background, this paper proposes a new detection method, YOLOv5-Aircraft, based on the YOLOv5 network. The YOLOv5-Aircraft model is improved in 3 ways: (1) At the beginning and end of...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Shun Luo, Juan Yu, Yunjiang Xi, Xiao Liao
Format:	Article
Language:	English
Published:	IEEE 2022-01-01
Subjects:	Remote sensing image aircraft detection YOLOv5 batch normalization loss function
Online Access:	https://ieeexplore.ieee.org/document/9672196/