Classification of Remote Sensing Images Using EfficientNet-B3 CNN Model With Attention

Classification of Remote Sensing Images Using EfficientNet-B3 CNN Model With Attention

Scene classification is a highly useful task in Remote Sensing (RS) applications. Many efforts have been made to improve the accuracy of RS scene classification. Scene classification is a challenging problem, especially for large datasets with tens of thousands of images with a large number of class...

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Bibliographic Details
Main Authors: Haikel Alhichri, Asma S. Alswayed, Yakoub Bazi, Nassim Ammour, Naif A. Alajlan
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Remote sensing
scene classification
EfficientNet-B3
convolutional neural networks (CNNs)
attention mechanisms
Online Access:https://ieeexplore.ieee.org/document/9320487/

Internet

https://ieeexplore.ieee.org/document/9320487/

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