Onboard deep lossless and near-lossless predictive coding of hyperspectral images with line-based attention

Diego Valsesia, Tiziano Bianchi, Enrico Magli

Deep learning methods have traditionally been difficult to apply to compression of hyperspectral images onboard of spacecrafts, due to the large computational complexity needed to…