The paper demonstrates a three-phase 'summarize first, download later' satellite downlink protocol using onboard vision-language models on a Jetson, showing large payload-size reductions and moderate VQA accuracy.
Artificial intel- ligence based on-board image compression for theφ-sat-2 mission,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
other 1
citation-polarity summary
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1roles
other 1polarities
unclear 1representative citing papers
citing papers explorer
-
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation
The paper demonstrates a three-phase 'summarize first, download later' satellite downlink protocol using onboard vision-language models on a Jetson, showing large payload-size reductions and moderate VQA accuracy.