A single neural network performs compression, co-registration, and change detection onboard a satellite, achieving F1 up to about 70% at low bitrates on simulated unregistered image pairs.
Unlocking the use of raw multispectral earth observation imagery for onboard artificial intelligence,
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Compress-Align-Detect: onboard change detection from unregistered images
A single neural network performs compression, co-registration, and change detection onboard a satellite, achieving F1 up to about 70% at low bitrates on simulated unregistered image pairs.