Locality-preserving Directions for Interpreting the Latent Space of Satellite Image GANs

no code implementations • 26 Sep 2023 • Georgia Kourmouli, Nikos Kostagiolas, Yannis Panagakis, Mihalis A. Nicolaou

We present a locality-aware method for interpreting the latent space of wavelet-based Generative Adversarial Networks (GANs), that can well capture the large spatial and spectral variability that is characteristic to satellite imagery.

Data Augmentation Scene Classification