Sebastianelli, Alessandro
- On Circuit-based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification
2021/09/20 by Alessandro Sebastianelli, Daniela A. Zaidenberg, Sebastianelli, Alessandro +7 · 4 citations
Engineering · #Remote-Sensing Image Classification
- From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks
2024/08/12 by Andrea Ceschini, Ceschini, Andrea, Francesco Mauro +17 · 5 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- On Board Volcanic Eruption Detection through CNNs and Satellite\n Multispectral Imagery
2021/06/29 by Maria Pia Del Rosso, Del Rosso, Maria Pia, Alessandro Sebastianelli +7 · 2 citations
Computer Science · Earth and Planetary Sciences · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Seismology and Earthquake Studies #electronic engineering #information engineering
- Quanv4EO: Empowering Earth Observation by means of Quanvolutional Neural Networks
2024/07/24 by Sebastianelli, Alessandro, Mauro, Francesco, Ciabatti, Giulia +4 · 4 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Quantum Physics (quant-ph) #electronic engineering #information engineering
- A New Mask R-CNN Based Method for Improved Landslide Detection
2020/10/04 by Silvia Liberata Ullo, Amrita Mohan, Ullo, Silvia Liberata +11 · 1 citation
Computer Science · Engineering · Environmental Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Landslides and related hazards #Machine Learning (cs.LG)
- QSpeckleFilter: a Quantum Machine Learning approach for SAR speckle filtering
2024/02/02 by Francesco Mauro, Mauro, Francesco, Alessandro Sebastianelli +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Engineering · Physics and Astronomy · #Atomic and Subatomic Physics Research #FOS: Electrical engineering #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #Spectroscopy Techniques in Biomedical and Chemical Research #electronic engineering #information engineering
- SEN2DWATER: A Novel Multispectral and Multitemporal Dataset and Deep Learning Benchmark for Water Resources Analysis
2023/01/18 by Mauro, Francesco, Rich, Benjamin, Muriga, Veronica Wairimu +2 · 1 citation
#65Yxx #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Towards Efficient Quantum Hybrid Diffusion Models
2024/02/25 by De Falco, Francesca, Ceschini, Andrea, Sebastianelli, Alessandro +2 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- SEN12-WATER: A New Dataset for Hydrological Applications and its Benchmarking
2024/09/25 by L. Russo, F. Mauro, Russo, Luigi +7 · 1 citation
Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Hydrological Forecasting Using AI #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering