Remote Sensing Scene Data Generation Using Element Geometric Transformation and GAN-Based Texture Synthesis

Classification of remote sensing scene image (RSSI) has been broadly applied and has attracted increasing attention. However, scene classification methods based on convolutional neural networks (CNNs) require a large number of manually labeled samples as training data, which is time-consuming and co...

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Bibliographic Details
Main Authors: Chen, W. (Author), Guan, R. (Author), Hu, J. (Author), Li, X. (Author), Liu, Z. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
CNN
GAN
Online Access:View Fulltext in Publisher