Topics
Session topics will include several aspects of On-board Data Compression, in order to cover all major areas of interest.
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 Implementations |
- Compressors / algorithms implementations: hard, soft, GPU, …
- COTS-based implementations
- Compression solutions for flight (IP cores, ASICs, flight qualified SW, compression units,…)
ESA Conference Bureau / ATPI Corporate Events
ESA-ESTEC, Keplerlaan 1
2201 AZ Noordwijk, The Netherlands
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