Gabriele Meoni
Gabriele Meoni
Innovation Officer, European Space Agency
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Towards the use of artificial intelligence on the edge in space systems: Challenges and opportunities
G Furano, G Meoni, A Dunne, D Moloney, V Ferlet-Cavrois, A Tavoularis, ...
IEEE Aerospace and Electronic Systems Magazine 35 (12), 44-56, 2020
CloudScout: A deep neural network for on-board cloud detection on hyperspectral images
G Giuffrida, L Diana, F de Gioia, G Benelli, G Meoni, M Donati, L Fanucci
Remote Sensing 12 (14), 2205, 2020
The Φ-Sat-1 mission: The first on-board deep neural network demonstrator for satellite earth observation
G Giuffrida, L Fanucci, G Meoni, M Batič, L Buckley, A Dunne, C Van Dijk, ...
IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2021
An FPGA‐Based Hardware Accelerator for CNNs Using On‐Chip Memories Only: Design and Benchmarking with Intel Movidius Neural Compute Stick
G Dinelli, G Meoni, E Rapuano, G Benelli, L Fanucci
International Journal of Reconfigurable Computing 2019 (1), 7218758, 2019
An fpga-based hardware accelerator for cnns inference on board satellites: benchmarking with myriad 2-based solution for the cloudscout case study
E Rapuano, G Meoni, T Pacini, G Dinelli, G Furano, G Giuffrida, L Fanucci
Remote Sensing 13 (8), 1518, 2021
MSMatch: Semisupervised multispectral scene classification with few labels
P Gómez, G Meoni
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
Machine learning assistive application for users with speech disorders
D Mulfari, G Meoni, M Marini, L Fanucci
Applied Soft Computing 103, 107147, 2021
Advantages and limitations of fully on-chip CNN FPGA-based hardware accelerator
G Dinelli, G Meoni, E Rapuano, L Fanucci
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
Investigating spiking neural networks for energy-efficient on-board ai applications. a case study in land cover and land use classification
AS Kucik, G Meoni
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
A low power keyword spotting algorithm for memory constrained embedded systems
G Benelli, G Meoni, L Fanucci
2018 IFIP/IEEE International Conference on Very Large Scale Integration …, 2018
MEM-OPT: A scheduling and data re-use system to optimize on-chip memory usage for CNNs on-board FPGAs
G Dinelli, G Meoni, E Rapuano, T Pacini, L Fanucci
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (3 …, 2020
A YOLOv2 convolutional neural network-based human–machine interface for the control of assistive robotic manipulators
G Giuffrida, G Meoni, L Fanucci
Applied Sciences 9 (11), 2243, 2019
Event-based spacecraft landing using time-to-contact
O Sikorski, D Izzo, G Meoni
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
torchquad: Numerical integration in arbitrary dimensions with PyTorch
P Gómez, HH Toftevaag, G Meoni
Journal of Open Source Software 6 (64), 3439, 2021
A low power voice activity detector for portable applications
G Meoni, L Pilato, L Fanucci
2018 14th conference on Ph. D. research in microelectronics and electronics …, 2018
Selected trends in artificial intelligence for space applications
D Izzo, G Meoni, P Gómez, D Dold, A Zoechbauer
Artificial Intelligence for Space: AI4SPACE, 21-52, 2022
Machine learning in assistive technology: a solution for people with dysarthria
D Mulfari, G Meoni, L Fanucci
Proceedings of the 4th eai international conference on smart objects and …, 2018
Towards a deep learning based asr system for users with dysarthria
D Mulfari, G Meoni, M Marini, L Fanucci
Computers Helping People with Special Needs: 16th International Conference …, 2018
Application of FBG sensors to temperature measurement on board of the REXUS 22 sounding rocket in the framework of the U-PHOS project
P Nannipieri, G Meoni, F Nesti, E Mancini, F Celi, L Quadrelli, E Ferrato, ...
2017 IEEE International Workshop on Metrology for AeroSpace (MetroAeroSpace …, 2017
Globally optimal event-based divergence estimation for ventral landing
S McLeod, G Meoni, D Izzo, A Mergy, D Liu, Y Latif, I Reid, TJ Chin
European Conference on Computer Vision, 3-20, 2022
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