Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data

Dimitrios Marmanis, Wei Yao, Fathalrahman Adam +5

Very High Spatial Resolution (VHSR) large-scale SAR image databases are still an unresolved issue in the Remote Sensing field. In this work, we propose such a dataset and use it to…