Techniques for generating, analyzing, and processing space data using AI-based algorithms (T6)

Research challenges / Novelty / Innovation
Challenge: lack of labeled space datasets and heterogeneity of space data
• Identification of solutions for the analysis and processing of space data using AI-based algorithms, definition of methodologies for generating, analyzing, and processing labeled space datasets, implementation of a prototype for the collection and labeling of space data.
• Services for the analysis and processing of space data using AI-based algorithms, solutions for generating synthetic space datasets, experimentation with VR/AR solutions for visualization and analysis.
• Interactive techniques for generating and visualizing space data using AI-based algorithms, expansion of datasets and optimization of AI models, development of a pilot VR/AR platform with AI support
• Integration of services and interactive techniques for generating, analyzing, and processing space datasets, experimental development activities in partnership with industry partners. (Intelligent software system for satellite-based monitoring of ground and infrastructure stability – Terrasigna S.R.L)

Research results:
• Integrated interactive services and techniques in operation (TRL 2–TRL5)
• Pilot platform available in operation (TRL5–TRL7)

Inovation:
• Semi-automatic and automatic labeling methods.
• Mixed reality for validation and correction
• Hybrid processing. Automation of the validation process. Scalable modular architectures