Session Topics will include several aspects of the On-Board Data Compression, in order to cover all the major areas of interest for the attendance.
 
Topics to be covered include, but are not limited to:
 
Applications

• Agency missions (ESA, CNES, NASA,…) 
• Commercial missions (including NewSpace missions) 
• Standardization activities 

Compression algorithms 

• Lossless and lossy compression algorithms 
• Multispectral/Hyperspectral data compression 
• Synthetic Aperture Radar (SAR) data compression 
• On-board video compression and data streaming 
• Point-cloud data compression 
• Lightweight data compression (packet compression, compressed structures,…)

AI for data reduction/compression and other innovative techniques

• Deep learning compression 
• Machine learning/Deep learning for information extraction and data reduction 
• Pre-processing algorithms (e.g. cloud detection…) and selective compression 
• Compression in end-to-end image quality optimization (on-board/on-ground processing, image restoration, denoising…)   
• Compressive Sampling 

High Performance Compression Implementation 

• Compressors/algorithms implementations: hard, soft, GPU, … 
• COTS-based implementations 
• Compression solutions for flight (IP cores, ASICs, flight qualified SW, compression units,…)