A Generative Approach to Visualizing Satellite Data

Saptashwa Mitra, Daniel Rammer, Shrideep Pallickara, Sangmi Lee Pallickara

Abstract: We propose EVOKE, a model based on progressive Generative Adversarial Networks, that dynamically reconstructs high-resolution imagery during zoom-in operations using in-memory historical low-resolution images and is space-efficient to facilitate memory-residency at the clients.