Semi-supervised Remote Sensing Image Scene Classification Based on Generative Adversarial Networks

Semi-supervised Remote Sensing Image Scene Classification Based on Generative Adversarial Networks

Abstract With the availability of numerous high-resolution remote sensing images, remote sensing image scene classification has been widely used in various fields. Compared with the field of natural images, the insufficient number of labeled remote sensing images limits the performance of supervised...

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Bibliographic Details
Main Authors: Dongen Guo, Zechen Wu, Yuanzheng Zhang, Zhen Shen
Format: Article
Language:English
Published: Springer 2022-10-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Remote sensing image scene classification
Generative adversarial networks (GANs)
Semi-supervised learning
Gating unit
Pyramidal convolution
Spectral normalization
Online Access:https://doi.org/10.1007/s44196-022-00150-0

Internet

https://doi.org/10.1007/s44196-022-00150-0

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