Dario Spiller | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Comparing Machine Learning-Based Remote Sensing for Fuel Type Mapping: Case Studies in Portugal, And Greece	IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium	2024
Deep Learning Approach for Spectral Unmixing of PRISMA Data in Wildfire Scenario	Remote Sensing of Forest Fires: Lessons learned and future challenges under a changing climate	2024
A Distributed Satellite System for Multibaseline AT-InSAR: Constellation of Formations for Maritime Domain Awareness Using Autonomous Orbit Control	AEROSPACE	2023
Deep Reinforcement Learning for Pin-Point Autonomous Lunar Landing: Trajectory Recalculation for Obstacle Avoidance	AII 2022: The Use of Artificial Intelligence for Space Applications	2023
Wildfire Detection Using Convolutional Neural Networks and PRISMA Hyperspectral Imagery: A Spatial-Spectral Analysis	REMOTE SENSING	2023
Fuel Type Mapping Using a CNN-Based Remote Sensing Approach. A Case Study in Sardinia	FIRE	2023
On Circuit-Based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification	IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING	2022
Deep Reinforcement Learning for Pin-Point Autonomous Lunar Landing: Trajectory Recalculation for Obstacle Avoidance	The Use of Artificial Intelligence for Space Applications: Workshop at 2022 International Conference on Applied Intelligence and Informatics.	2022
Analytical Attitude Guidance Planner for Multiple Ground Targets Acquisitions	SYMMETRY	2022
Wildfires Temperature Estimation by Complementary Use of Hyperspectral PRISMA and Thermal (ECOSTRESS &L8)	JOURNAL OF GEOPHYSICAL RESEARCH. BIOGEOSCIENCES	2022
A Moon Optical Navigation Robotic Facility on Simulated TERrain: MONSTER	THE JOURNAL OF THE ASTRONAUTICAL SCIENCES	2022
Time suboptimal formation flying manoeuvres through improved magnetic charged system search	ADVANCES IN SPACE RESEARCH	2021
Formation flying reconfiguration manoeuvres via environmental forces in highly elliptical orbits	ADVANCES IN SPACE RESEARCH	2021
PSO-Based Soft Lunar Landing with Hazard Avoidance: Analysis and Experimentation	AEROSPACE	2021
On-Board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery	REMOTE SENSING	2021
Crop type mapping by using transfer learning	INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION	2021
Analysis and detection of wildfires by using prisma hyperspectral imagery	International archives of the photogrammetry, remote sensing and spatial information sciences. ISPRS Archives	2021
Crop Type Mapping Using Prisma Hyperspectral Images and One-Dimensional Convolutional Neural Network	2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS	2021
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing	International Geoscience and Remote Sensing Symposium (IGARSS)	2021
AI Opportunities and Challenges for Crop Type Mapping Using Sentinel-2 and Drone Data	International Geoscience and Remote Sensing Symposium (IGARSS)	2021