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Gabriele Meoni
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2020 – today
- 2024
- [j16]Gabriele Meoni
, Roberto Del Prete, Federico Serva, Alix De Beussche, Olivier Colin, Nicolas Longépé
:
Unlocking the Use of Raw Multispectral Earth Observation Imagery for Onboard Artificial Intelligence. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 12521-12537 (2024) - [j15]David Llaveria Godoy
, Nicolas Longépé
, Gabriele Meoni
, Roberto Del Prete, Adriano Camps
:
Convolutional-Neural-Network-Based Onboard Band Selection for Hyperspectral Data With Coarse Band-to-Band Alignment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 16467-16475 (2024) - [j14]Francesca Razzano
, Pietro Di Stasio
, Francesco Mauro
, Gabriele Meoni
, Marco Esposito, Gilda Schirinzi
, Silvia Liberata Ullo
:
AI Techniques for Near Real-Time Monitoring of Contaminants in Coastal Waters on Board Future $\Phi$sat-2 Mission. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 16755-16766 (2024) - [j13]Pablo Gómez, Johan Östman, Vinutha Magal Shreenath, Gabriele Meoni
:
PAseos Simulates the Environment for Operating Multiple Spacecraft. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 17398-17411 (2024) - [j12]César Aybar
, Gonzalo Mateo-García
, Giacomo Acciarini
, Vít Ruzicka
, Gabriele Meoni
, Nicolas Longépé
, Luis Gómez-Chova
:
Onboard Cloud Detection and Atmospheric Correction With Efficient Deep Learning Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 19518-19529 (2024) - [c25]Patrick Ebel, Brandon Victor, Peter Naylor, Gabriele Meoni, Federico Serva, Rochelle Schneider:
Implicit Assimilation of Sparse In Situ Data for Dense & Global Storm Surge Forecasting. CVPR Workshops 2024: 471-480 - [c24]Pablo Gómez, Gabriele Meoni:
Tackling the Satellite Downlink Bottleneck with Federated Onboard Learning of Image Compression. CVPR Workshops 2024: 6809-6818 - [c23]Francesca Razzano, Francesco Mauro, Pietro Di Stasio, Gabriele Meoni, Marco Esposito, Gilda Schirinzi, Silvia Liberata Ullo:
Monitoring Water Contaminants in Coastal Areas Through ML Algorithms Leveraging Atmospherically Corrected Sentinel-2 Data. IGARSS 2024: 1046-1050 - [c22]Roberto Del Prete, Gabriele Meoni, Manuel Salvoldi, Domenico Barretta, Maria Daniela Graziano, Nicolas Longépé, Alfredo Renga:
Enhanced Maritime Monitoring Via Onboard Processing Of Raw Multi-Spectral Imagery by Deep Learning. IGARSS 2024: 1713-1717 - [i15]Francesca Razzano, Francesco Mauro, Pietro Di Stasio, Gabriele Meoni, Marco Esposito, Gilda Schirinzi, Silvia Liberata Ullo:
Monitoring water contaminants in coastal areas through ML algorithms leveraging atmospherically corrected Sentinel-2 data. CoRR abs/2401.03792 (2024) - [i14]Elias Arnold, Philipp Spilger, Jan V. Straub, Eric Müller, Dominik Dold
, Gabriele Meoni, Johannes Schemmel:
Towards Large-scale Network Emulation on Analog Neuromorphic Hardware. CoRR abs/2401.16840 (2024) - [i13]Patrick Ebel, Brandon Victor, Peter Naylor, Gabriele Meoni, Federico Serva, Rochelle Schneider:
Implicit Assimilation of Sparse In Situ Data for Dense & Global Storm Surge Forecasting. CoRR abs/2404.05758 (2024) - [i12]Francesca Razzano, Pietro Di Stasio, Francesco Mauro, Gabriele Meoni, Marco Esposito, Gilda Schirinzi, Silvia Liberata Ullo:
AI techniques for near real-time monitoring of contaminants in coastal waters on board future Phisat-2 mission. CoRR abs/2404.19586 (2024) - [i11]Lorenzo Papa, Alessandro Sebastianelli, Gabriele Meoni, Irene Amerini:
On the impact of key design aspects in simulated Hybrid Quantum Neural Networks for Earth Observation. CoRR abs/2410.08677 (2024) - [i10]Roberto Del Prete, Manuel Salvoldi, Domenico Barretta, Nicolas Longépé, Gabriele Meoni, Arnon Karnieli, Maria Daniela Graziano, Alfredo Renga:
Enhancing Maritime Situational Awareness through End-to-End Onboard Raw Data Analysis. CoRR abs/2411.03403 (2024) - [i9]Meghan Plumridge, Rasmus Maråk, Chiara Ceccobello
, Pablo Gómez, Gabriele Meoni, Filip Svoboda, Nicholas D. Lane:
Rapid Distributed Fine-tuning of a Segmentation Model Onboard Satellites. CoRR abs/2411.17831 (2024) - 2023
- [c21]Gonzalo Mateo-García, César Aybar, Giacomo Acciarini
, Vít Ruzicka, Gabriele Meoni, Nicolas Longépé, Luis Gómez-Chova
:
Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators. IGARSS 2023: 1875-1878 - [c20]David Llavería, Nicolas Longépé, Gabriele Meoni, Roberto Del Prete, Adriano Camps:
Band Selection Neural Network-Based Methodology Using L0 Data. IGARSS 2023: 1879-1882 - [c19]Paul Kirkland, Carmine Clemente, Malcolm Macdonald, Gaetano Di Caterina, Gabriele Meoni:
Neuromorphic Sensing and Processing for Space Domain Awareness. IGARSS 2023: 4738-4741 - [c18]Roberto Del Prete, Gabriele Meoni, Nicolas Longépé, Maria Daniela Graziano, Alfredo Renga:
First Results of Vessel Detection with Onboard Processing of Sentinel-2 Raw Data by Deep Learning. IGARSS 2023: 6262-6265 - [i8]Pablo Gómez, Johan Östman, Vinutha Magal Shreenath, Gabriele Meoni:
PAseos Simulates the Environment for Operating multiple Spacecraft. CoRR abs/2302.02659 (2023) - [i7]Johan Östman, Pablo Gómez, Vinutha Magal Shreenath, Gabriele Meoni:
Decentralised Semi-supervised Onboard Learning for Scene Classification in Low-Earth Orbit. CoRR abs/2305.04059 (2023) - [i6]Gabriele Meoni, Roberto Del Prete, Federico Serva, Alix De Beussche, Olivier Colin, Nicolas Longépé:
THRawS: A Novel Dataset for Thermal Hotspots Detection in Raw Sentinel-2 Data. CoRR abs/2305.11891 (2023) - [i5]Loïc J. Azzalini, Emmanuel Blazquez, Alexander Hadjiivanov
, Gabriele Meoni, Dario Izzo:
On the Generation of a Synthetic Event-Based Vision Dataset for Navigation and Landing. CoRR abs/2308.00394 (2023) - 2022
- [j11]Gianluca Giuffrida, Luca Fanucci, Gabriele Meoni, Matej Batic, Léonie Buckley, Aubrey Dunne, Chris van Dijk, Marco Esposito, John Hefele, Nathan Vercruyssen, Gianluca Furano, Massimiliano Pastena, Josef Aschbacher:
The Φ-Sat-1 Mission: The First On-Board Deep Neural Network Demonstrator for Satellite Earth Observation. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [c17]Sofia McLeod
, Gabriele Meoni
, Dario Izzo
, Anne Mergy
, Daqi Liu
, Yasir Latif
, Ian D. Reid
, Tat-Jun Chin
:
Globally Optimal Event-Based Divergence Estimation for Ventral Landing. ECCV Workshops (1) 2022: 3-20 - [c16]Pietro Di Stasio, Alessandro Sebastianelli, Gabriele Meoni, Silvia Liberata Ullo:
Early Detection of Volcanic Eruption through Artificial Intelligence on board. MetroXRAINE 2022: 714-718 - [i4]Sofia McLeod, Gabriele Meoni, Dario Izzo, Anne Mergy, Daqi Liu, Yasir Latif, Ian D. Reid, Tat-Jun Chin:
Globally Optimal Event-Based Divergence Estimation for Ventral Landing. CoRR abs/2209.13168 (2022) - [i3]Dario Izzo, Alexander Hadjiivanov
, Dominik Dold
, Gabriele Meoni, Emmanuel Blazquez:
Neuromorphic Computing and Sensing in Space. CoRR abs/2212.05236 (2022) - [i2]Dario Izzo, Gabriele Meoni, Pablo Gómez, Dominik Dold
, Alexander Zoechbauer:
Selected Trends in Artificial Intelligence for Space Applications. CoRR abs/2212.06662 (2022) - 2021
- [j10]Davide Mulfari
, Gabriele Meoni, Marco Marini
, Luca Fanucci
:
Machine learning assistive application for users with speech disorders. Appl. Soft Comput. 103: 107147 (2021) - [j9]Pablo Gómez
, Håvard Toftevaag
, Gabriele Meoni
:
torchquad: Numerical Integration in Arbitrary Dimensions with PyTorch. J. Open Source Softw. 6(64): 3439 (2021) - [j8]Emilio Rapuano, Gabriele Meoni, Tommaso Pacini, Gianmarco Dinelli, Gianluca Furano, Gianluca Giuffrida, Luca Fanucci:
An FPGA-Based Hardware Accelerator for CNNs Inference on Board Satellites: Benchmarking with Myriad 2-Based Solution for the CloudScout Case Study. Remote. Sens. 13(8): 1518 (2021) - [j7]Pablo Gómez
, Gabriele Meoni
:
MSMatch: Semisupervised Multispectral Scene Classification With Few Labels. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 11643-11654 (2021) - [c15]Olaf Sikorski, Dario Izzo, Gabriele Meoni:
Event-Based Spacecraft Landing Using Time-To-Contact. CVPR Workshops 2021: 1941-1950 - [c14]Andrzej Stanislaw Kucik, Gabriele Meoni:
Investigating Spiking Neural Networks for Energy-Efficient On-Board AI Applications. A Case Study in Land Cover and Land Use Classification. CVPR Workshops 2021: 2020-2030 - [i1]Pablo Gómez, Gabriele Meoni:
MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels. CoRR abs/2103.10368 (2021) - 2020
- [b1]Gabriele Meoni:
Algorithm and Architecture trade-offs for Digital Signal Processing design: case studies in Space and Assistive Technology applications. University of Pisa, Italy, 2020 - [j6]Gianmarco Dinelli
, Gabriele Meoni
, Emilio Rapuano
, Tommaso Pacini
, Luca Fanucci
:
MEM-OPT: A Scheduling and Data Re-Use System to Optimize On-Chip Memory Usage for CNNs On-Board FPGAs. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(3): 335-347 (2020) - [j5]Gianluca Giuffrida
, Lorenzo Diana
, Francesco de Gioia
, Gionata Benelli
, Gabriele Meoni
, Massimiliano Donati
, Luca Fanucci
:
CloudScout: A Deep Neural Network for On-Board Cloud Detection on Hyperspectral Images. Remote. Sens. 12(14): 2205 (2020) - [j4]Francesco de Gioia
, Gabriele Meoni
, Gianluca Giuffrida
, Massimiliano Donati
, Luca Fanucci
:
A Robust RANSAC-Based Planet Radius Estimation for Onboard Visual Based Navigation. Sensors 20(14): 4041 (2020) - [c13]Marco Marini
, Gabriele Meoni, Davide Mulfari
, Nicola Vanello, Luca Fanucci
:
Enabling Smart Home Voice Control for Italian People with Dysarthria: Preliminary Analysis of Frame Rate Effect on Speech Recognition. ApplePies 2020: 104-110 - [c12]Gianmarco Dinelli, Gabriele Meoni, Emilio Rapuano, Luca Fanucci:
Advantages and Limitations of Fully on-Chip CNN FPGA-Based Hardware Accelerator. ISCAS 2020: 1-5
2010 – 2019
- 2019
- [j3]Gianmarco Dinelli
, Gabriele Meoni
, Emilio Rapuano
, Gionata Benelli
, Luca Fanucci
:
An FPGA-Based Hardware Accelerator for CNNs Using On-Chip Memories Only: Design and Benchmarking with Intel Movidius Neural Compute Stick. Int. J. Reconfigurable Comput. 2019: 7218758:1-7218758:13 (2019) - [j2]Gabriele Meoni
, Gianluca Giuffrida
, Luca Fanucci
:
A High Throughput Hardware Architecture for Parallel Recursive Systematic Convolutional Encoders. Inf. 10(4): 151 (2019) - [c11]Gianmarco Dinelli
, Gabriele Meoni, Pietro Nannipieri, Luca Dello Sterpaio, Antonino Marino, Luca Fanucci
:
Integration of a SpaceFibre IP Core with the LEON3 Microprocessor Through an AMBA AHB Bus. ApplePies 2019: 499-504 - [c10]Gabriele Meoni, Alberto Valverde, Giorgio Magistrati, Luca Fanucci
:
Estimating the Downlink Data-Rate of a CCSDS File Delivery Protocol IP Core. ApplePies 2019: 513-519 - 2018
- [c9]Gabriele Meoni
, Luca Pilato, Gabriele Ciarpi
, Alessandro Palla
, Luca Fanucci
:
Fully Digital Low-Power Implementation of an Audio Front-End for Portable Applications. ApplePies 2018: 437-443 - [c8]Davide Mulfari, Gabriele Meoni
, Luca Fanucci
:
Machine Learning in Assistive Technology: a Solution for People with Dysarthria. GOODTECHS 2018: 308-309 - [c7]Davide Mulfari
, Gabriele Meoni
, Marco Marini
, Luca Fanucci
:
Towards a Deep Learning Based ASR System for Users with Dysarthria. ICCHP (1) 2018: 554-557 - [c6]Gabriele Meoni
, Luca Pilato, Luca Fanucci
:
A low power Voice Activity Detector for portable applications. PRIME 2018: 41-44 - [c5]Gionata Benelli
, Gabriele Meoni
, Luca Fanucci
:
A low power keyword spotting algorithm for memory constrained embedded systems. VLSI-SoC 2018: 267-272 - 2017
- [j1]Alessandro Palla
, Gabriele Meoni, Luca Fanucci, Alessandro Frigerio:
Position Based Visual Servoing control of a Wheelchair Mounter Robotic Arm using Parallel Tracking and Mapping of task objects. EAI Endorsed Trans. Ambient Syst. 4(13): e1 (2017) - [c4]Pietro Nannipieri
, Martina Anichini, Lorenzo Barsocchi, Giulia Becatti, Luca Buoni, Andrea Catarsi, Federico Celi, Paolo Di Giorgio, Paolo Fattibene, Eugenio Ferrato, Pietro Guardati, Edoardo Mancini, Gabriele Meoni, Federico Nesti, Stefano Piaquadio, Edoardo Pratelli, Lorenzo Quadrelli, Alessandro Simone Viglione, Francesco Zanaboni, Carlo Bartoli, Paolo Di Marco, Salvo Marcuccio, Roberto Di Rienzo, Luca Fanucci, Federico Baronti, Mauro Mameli, Sauro Filippeschi:
The U-PHOS experience within the ESA student REXUS/BEXUS programme: A real space hands-on opportunity. EDUCON 2017: 852-855 - [c3]Luca Pilato
, Gabriele Meoni
, Luca Fanucci
:
Design and quantization limits of root raised cosine digital filter. ICFSP 2017: 59-62 - 2016
- [c2]Alessandro Palla
, Alessandro Frigerio, Gabriele Meoni
, Luca Fanucci
:
Object Detection and Spatial Coordinates Extraction Using a Monocular Camera for a Wheelchair Mounted Robotic Arm. GOODTECHS 2016: 224-232 - [c1]Alessandro Palla
, Gabriele Meoni
, Luca Fanucci
:
Area and power consumption trade-off for Σ-Δ decimation filter in mixed signal wearable IC. NORCAS 2016: 1-5
Coauthor Index

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