Dario Spiller

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 25

Top Topics

Hyperspectral Imagery

Convolutional Neural Networks

Transfer Learning

Top Venues

Publications

Alessandro Sebastianelli, Francesco Mauro, Giulia Ciabatti, Dario Spiller, Bertrand Le Saux, Paolo Gamba, Silvia Liberata Ullo
Quanv4EO: Empowering Earth Observation by means of Quanvolutional Neural Networks. CoRR (2024)
Andrea Carbone, Dario Spiller, Stefania Amici, Kathiravan Thangavel, Roberto Sabatini, Giovanni Laneve
Comparison of 1D and 3D Convolutional Neural Networks for Wildfire Detection Using PRISMA Hyperspectral Imagery and Domain Adaptation. MetroXRAINE (2023)
Kathiravan Thangavel, Dario Spiller, Roberto Sabatini, Stefania Amici, Sarathchandrakumar Thottuchirayil Sasidharan, Haytham Fayek, Pier Marzocca
Autonomous Satellite Wildfire Detection Using Hyperspectral Imagery and Neural Networks: A Case Study on Australian Wildfire. Remote. Sens. 15 (3) (2023)
Riyaaz Uddien Shaik, Kathiravan Thangavel, Sriram Babu Jallu, Dario Spiller, Roberto Sabatini, Weiping Zeng
Exploring Canopy Temperature and Height Dynamics in Forest Ecosystems. MetroXRAINE (2023)
Kathiravan Thangavel, Dario Spiller, Roberto Sabatini, Pier Marzocca, Marco Esposito
Near Real-Time Wildfire Management Using Distributed Satellite System. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Kathiravan Thangavel, Dario Spiller, Roberto Sabatini, Stefania Amici, Nicolas Longépé, Pablo A. Servidia, Pier Marzocca, Haytham Fayek, Luigi Ansalone
Trusted Autonomous Operations of Distributed Satellite Systems Using Optical Sensors. Sensors 23 (6) (2023)
Kathiravan Thangavel, Dario Spiller, Stefania Amici, Roberto Sabatini
Monitoring and Detection of Volcanic Activity in Near Real-Time Using Intelligent Distributed Satellite Systems. IGARSS (2023)
Dario Spiller, Andrea Carbone, Stefania Amici, Kathiravan Thangavel, Roberto Sabatini, Giovanni Laneve
Wildfire Detection Using Convolutional Neural Networks and PRISMA Hyperspectral Imagery: A Spatial-Spectral Analysis. Remote. Sens. 15 (19) (2023)
Andrea Carbone, Dario Spiller, Fabio Curti
Analytical Attitude Guidance Planner for Multiple Ground Targets Acquisitions. Symmetry 14 (11) (2022)
Maria Pia del Rosso, Alessandro Sebastianelli, Dario Spiller, Silvia Liberata Ullo
A demo setup testing onboard CNNs for Volcanic Eruption Detection. MetroXRAINE (2022)
Alessandro Sebastianelli, Daniela Alessandra Zaidenberg, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo
On Circuit-Based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Dario Spiller, Andrea Carbone, Francesco Latorre, Fabio Curti
Hardware-in-the-loop Simulations of Remote Sensing Disaster Monitoring Systems with Real-Time On-Board Computation. MetroXRAINE (2022)
Dario Spiller, Stefania Amici, Luigi Ansalone
Transfer Learning Analysis For Wildfire Segmentation Using Prisma Hyperspectral Imagery And Convolutional Neural Networks. WHISPERS (2022)
Francesco Latorre, Dario Spiller, Fabio Curti
Autonomous crater detection on asteroids using a fully-convolutional neural network. CoRR (2022)
Dario Spiller, Kathiravan Thangavel, Sarathchandrakumar Thottuchirayil Sasidharan, Stefania Amici, Luigi Ansalone, Roberto Sabatini
Wildfire segmentation analysis from edge computing for on-board real-time alerts using hyperspectral imagery. MetroXRAINE (2022)
Dario Spiller, Luigi Ansalone, Federico Carotenuto, Pierre-Philippe Mathieu
Crop Type Mapping Using Prisma Hyperspectral Images and One-Dimensional Convolutional Neural Network. IGARSS (2021)
Daniela Alessandra Zaidenberg, Alessandro Sebastianelli, Dario Spiller, Silvia Liberata Ullo
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing. CoRR (2021)
Artur Nowakowski, John Mrziglod, Dario Spiller, Rogerio Bonifaçio, Irene Ferrari, Pierre-Philippe Mathieu, Manuel García-Herranz, Do-Hyung Kim
Crop type mapping by using transfer learning. Int. J. Appl. Earth Obs. Geoinformation 98 (2021)
Maria Pia del Rosso, Alessandro Sebastianelli, Dario Spiller, Pierre-Philippe Mathieu, Silvia Liberata Ullo
On-Board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery. Remote. Sens. 13 (17) (2021)
Daniela Alessandra Zaidenberg, Alessandro Sebastianelli, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing. IGARSS (2021)
Alessandro Sebastianelli, Daniela Alessandra Zaidenberg, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo
On Circuit-based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification. CoRR (2021)
Maria Pia del Rosso, Alessandro Sebastianelli, Dario Spiller, Pierre-Philippe Mathieu, Silvia Liberata Ullo
On-board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery. CoRR (2021)
Artur Nowakowski, Dario Spiller, Noelle Cremer, Rogerio Bonifaçio, Michael Marszalek, Manuel García-Herranz, Pierre-Philippe Mathieu, Do-Hyung Kim
AI Opportunities and Challenges for Crop Type Mapping Using Sentinel-2 and Drone Data. IGARSS (2021)
Andrea D'Ambrosio, Dario Spiller, Fabio Curti
Improved magnetic charged system search optimization algorithm with application to satellite formation flying. Eng. Appl. Artif. Intell. 89 (2020)
Giuseppe Di Mauro, Dario Spiller, Riccardo Bevilacqua, Simone D'Amico
Spacecraft formation flying reconfiguration with extended and impulsive maneuvers. J. Frankl. Inst. 356 (6) (2019)