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Hyper-Spectral Image Analysis With Partially Latent Regression and Spatial Markov Dependencies

Deleforge, Antoine; Forbes, Florence; Ba, Sileye +1 more

Hyper-spectral data can be analyzed to recover physical properties at large planetary scales. This involves resolving inverse problems which can be addressed within machine learning, with the advantage that, once a relationship between physical parameters and spectra has been established in a data-driven fashion, the learned relationship can be us…