300 citations · 335 across the 8 of their papers we have counts for
4 papers · 1 filter
Satellite Pose Estimation Challenge: Dataset, Competition Design and Results
Mate Kisantal, Sumant Sharma, Tae Ha Park +3
Reliable pose estimation of uncooperative satellites is a key technology for enabling future on-orbit servicing and debris removal missions. The Kelvins Satellite Pose Estimation C…
Neural Network Architecture Search with Differentiable Cartesian Genetic Programming for Regression
Marcus Märtens, Dario Izzo
The ability to design complex neural network architectures which enable effective training by stochastic gradient descent has been the key for many achievements in the field of dee…
Super-Resolution of PROBA-V Images Using Convolutional Neural Networks
Marcus Märtens, Dario Izzo, Andrej Krzic +1
ESA's PROBA-V Earth observation satellite enables us to monitor our planet at a large scale, studying the interaction between vegetation and climate and provides guidance for impor…
Interplanetary Transfers via Deep Representations of the Optimal Policy and/or of the Value Function
Dario Izzo, Ekin Öztürk, Marcus Märtens
A number of applications to interplanetary trajectories have been recently proposed based on deep networks. These approaches often rely on the availability of a large number of opt…