20240919-1450 – SPAICE

Guidance and Control Networks with Periodic Activation Functions

Inspired by the versatility of sinusoidal representation networks (SIRENs), we present a modified Guidance & Control Networks (G&CNETs) variant using periodic activation functions in the hidden layers. We demonstrate that the resulting G&CNETs train faster and achieve a lower overall… Read More »Guidance and Control Networks with Periodic Activation Functions

Super-resolution of Sentinel-1 Imagery Using an Enhanced Attention Network and Real Ground Truth Data

Active imaging systems, particularly Synthetic Aperture Radar (SAR), offer notable advantages such as the ability to operate in diverse weather conditions and provide day and night observations of Earth’s surface. These attributes are especially valuable when monitoring regions consistently obscured… Read More »Super-resolution of Sentinel-1 Imagery Using an Enhanced Attention Network and Real Ground Truth Data