19 citations · 31 across the 7 of their papers we have counts for
8 papers
On the Generation of a Synthetic Event-Based Vision Dataset for Navigation and Landing
Loïc J. Azzalini, Emmanuel Blazquez, Alexander Hadjiivanov +2
An event-based camera outputs an event whenever a change in scene brightness of a preset magnitude is detected at a particular pixel location in the sensor plane. The resulting spa…
Decentralised Semi-supervised Onboard Learning for Scene Classification in Low-Earth Orbit
Johan Östman, Pablo Gomez, Vinutha Magal Shreenath +1
Onboard machine learning on the latest satellite hardware offers the potential for significant savings in communication and operational costs. We showcase the training of a machine…
Unlocking the Use of Raw Multispectral Earth Observation Imagery for Onboard Artificial Intelligence
Gabriele Meoni, Roberto Del Prete, Federico Serva +3
Nowadays, there is growing interest in applying Artificial Intelligence (AI) on board Earth Observation (EO) satellites for time-critical applications, such as natural disaster res…
PAseos Simulates the Environment for Operating multiple Spacecraft
Pablo Gómez, Johan Östman, Vinutha Magal Shreenath +1
The next generation of spacecraft is anticipated to enable various new applications involving onboard processing, machine learning and decentralised operational scenarios. Even tho…
Selected Trends in Artificial Intelligence for Space Applications
Dario Izzo, Gabriele Meoni, Pablo Gómez +2
The development and adoption of artificial intelligence (AI) technologies in space applications is growing quickly as the consensus increases on the potential benefits introduced.…
Neuromorphic Computing and Sensing in Space
Dario Izzo, Alexander Hadjiivanov, Dominik Dold +2
The term ``neuromorphic'' refers to systems that are closely resembling the architecture and/or the dynamics of biological neural networks. Typical examples are novel computer chip…
Globally Optimal Event-Based Divergence Estimation for Ventral Landing
Sofia McLeod, Gabriele Meoni, Dario Izzo +5
Event sensing is a major component in bio-inspired flight guidance and control systems. We explore the usage of event cameras for predicting time-to-contact (TTC) with the surface…
MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels
Pablo Gómez, Gabriele Meoni
Supervised learning techniques are at the center of many tasks in remote sensing. Unfortunately, these methods, especially recent deep learning methods, often require large amounts…