Dario Spiller

31 papers C 6Journal 19Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cloud Detection on PRISMA Second Generation Using a Secondary RGB Forward-Looking Camera.
IEEE Trans. Geosci. Remote. Sens.
Angela Cratere, Ilaria Cannizzaro, Andrea Carbone, Mark Anthony De Guzman, Filippo Sarvia, Stefania Amici, Luigi Ansalone, Matteo Picchiani, Francesco Dell'Olio, Dario Spiller
2025 J jnl
Efficient FPGA-accelerated Convolutional Neural Networks for Cloud Detection on CubeSats.
CoRR
Angela Cratere, M. Salim Farissi, Andrea Carbone, Marcello Asciolla, Maria Rizzi, Francesco Dell'Olio, Augusto Nascetti, Dario Spiller
2025 J jnl
Enhancing Space Domain Awareness Using Star Trackers in Satellite Formations.
IEEE Trans. Aerosp. Electron. Syst.
Kathiravan Thangavel, Tomás Burroni, Pablo A. Servidia, Dario Spiller, Roberto Sabatini
2025 J jnl
Quanv4EO: Empowering Earth Observation by Means of Quanvolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Alessandro Sebastianelli, Francesco Mauro, Giulia Ciabatti, Dario Spiller, Bertrand Le Saux, Paolo Gamba, Silvia Liberata Ullo
2024 C conf
Comparing Machine Learning-Based Remote Sensing for Fuel Type Mapping: Case Studies in Portugal, And Greece.
IGARSS
Andrea Carbone, Dario Spiller, Giovanni Laneve
2024 C conf
Impact of Drought on Irrigated Wheat Cultivation in Afghanistan. A Multi-Temporal Analysis from 2017 to 2023.
IGARSS
Dario Spiller, Qiyamud Din Ikram, Ziaullah Karokhel, Andrea Porro, Muhammad Ishaq Safi, Waheedullah Yousafi, Kaustubh Devale, Matieu Henry
2024 J jnl
Quanv4EO: Empowering Earth Observation by means of Quanvolutional Neural Networks.
CoRR
Alessandro Sebastianelli, Francesco Mauro, Giulia Ciabatti, Dario Spiller, Bertrand Le Saux, Paolo Gamba, Silvia Liberata Ullo
2023 J jnl
Autonomous Satellite Wildfire Detection Using Hyperspectral Imagery and Neural Networks: A Case Study on Australian Wildfire.
Remote. Sens.
Kathiravan Thangavel, Dario Spiller, Roberto Sabatini, Stefania Amici, Sarathchandrakumar Thottuchirayil Sasidharan, Haytham Fayek, Pier Marzocca
2023 — conf
Comparison of 1D and 3D Convolutional Neural Networks for Wildfire Detection Using PRISMA Hyperspectral Imagery and Domain Adaptation.
MetroXRAINE
Andrea Carbone, Dario Spiller, Stefania Amici, Kathiravan Thangavel, Roberto Sabatini, Giovanni Laneve
2023 — conf
Exploring Canopy Temperature and Height Dynamics in Forest Ecosystems.
MetroXRAINE
Riyaaz Uddien Shaik, Kathiravan Thangavel, Sriram Babu Jallu, Dario Spiller, Roberto Sabatini, Weiping Zeng
2023 C conf
Monitoring and Detection of Volcanic Activity in Near Real-Time Using Intelligent Distributed Satellite Systems.
IGARSS
Kathiravan Thangavel, Dario Spiller, Stefania Amici, Roberto Sabatini
2023 J jnl
Near Real-Time Wildfire Management Using Distributed Satellite System.
IEEE Geosci. Remote. Sens. Lett.
Kathiravan Thangavel, Dario Spiller, Roberto Sabatini, Pier Marzocca, Marco Esposito
2023 J jnl
Trusted Autonomous Operations of Distributed Satellite Systems Using Optical Sensors.
Sensors
Kathiravan Thangavel, Dario Spiller, Roberto Sabatini, Stefania Amici, Nicolas Longépé, Pablo A. Servidia, Pier Marzocca, Haytham Fayek, Luigi Ansalone
2023 J jnl
Wildfire Detection Using Convolutional Neural Networks and PRISMA Hyperspectral Imagery: A Spatial-Spectral Analysis.
Remote. Sens.
Dario Spiller, Andrea Carbone, Stefania Amici, Kathiravan Thangavel, Roberto Sabatini, Giovanni Laneve
2022 — conf
A demo setup testing onboard CNNs for Volcanic Eruption Detection.
MetroXRAINE
Maria Pia del Rosso, Alessandro Sebastianelli, Dario Spiller, Silvia Liberata Ullo
2022 J jnl
Analytical Attitude Guidance Planner for Multiple Ground Targets Acquisitions.
Symmetry
Andrea Carbone, Dario Spiller, Fabio Curti
2022 J jnl
Autonomous crater detection on asteroids using a fully-convolutional neural network.
CoRR
Francesco Latorre, Dario Spiller, Fabio Curti
2022 — conf
Hardware-in-the-loop Simulations of Remote Sensing Disaster Monitoring Systems with Real-Time On-Board Computation.
MetroXRAINE
Dario Spiller, Andrea Carbone, Francesco Latorre, Fabio Curti
2022 J jnl
On Circuit-Based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alessandro Sebastianelli, Daniela Alessandra Zaidenberg, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo
2022 — conf
Transfer Learning Analysis For Wildfire Segmentation Using Prisma Hyperspectral Imagery And Convolutional Neural Networks.
WHISPERS
Dario Spiller, Stefania Amici, Luigi Ansalone
2022 — conf
Wildfire segmentation analysis from edge computing for on-board real-time alerts using hyperspectral imagery.
MetroXRAINE
Dario Spiller, Kathiravan Thangavel, Sarathchandrakumar Thottuchirayil Sasidharan, Stefania Amici, Luigi Ansalone, Roberto Sabatini
2021 C conf
AI Opportunities and Challenges for Crop Type Mapping Using Sentinel-2 and Drone Data.
IGARSS
Artur Nowakowski, Dario Spiller, Noelle Cremer, Rogerio Bonifaçio, Michael L. Marszalek, Manuel García-Herranz, Pierre-Philippe Mathieu, Do-Hyung Kim
2021 C conf
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing.
IGARSS
Daniela Alessandra Zaidenberg, Alessandro Sebastianelli, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo
2021 J jnl
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing.
CoRR
Daniela Alessandra Zaidenberg, Alessandro Sebastianelli, Dario Spiller, Silvia Liberata Ullo
2021 C conf
Crop Type Mapping Using Prisma Hyperspectral Images and One-Dimensional Convolutional Neural Network.
IGARSS
Dario Spiller, Luigi Ansalone, Federico Carotenuto, Pierre-Philippe Mathieu
2021 J jnl
Crop type mapping by using transfer learning.
Int. J. Appl. Earth Obs. Geoinformation
Artur Nowakowski, John Mrziglod, Dario Spiller, Rogerio Bonifaçio, Irene Ferrari, Pierre-Philippe Mathieu, Manuel García-Herranz, Do-Hyung Kim
2021 J jnl
On Circuit-based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification.
CoRR
Alessandro Sebastianelli, Daniela Alessandra Zaidenberg, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo
2021 J jnl
On-Board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery.
Remote. Sens.
Maria Pia del Rosso, Alessandro Sebastianelli, Dario Spiller, Pierre-Philippe Mathieu, Silvia Liberata Ullo
2021 J jnl
On-board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery.
CoRR
Maria Pia del Rosso, Alessandro Sebastianelli, Dario Spiller, Pierre-Philippe Mathieu, Silvia Liberata Ullo
2020 J jnl
Improved magnetic charged system search optimization algorithm with application to satellite formation flying.
Eng. Appl. Artif. Intell.
Andrea D'Ambrosio, Dario Spiller, Fabio Curti
2019 J jnl
Spacecraft formation flying reconfiguration with extended and impulsive maneuvers.
J. Frankl. Inst.
Giuseppe Di Mauro, Dario Spiller, Riccardo Bevilacqua, Simone D'Amico