BLUTHs apply hierarchical structure and sparsity modulation to deep NMF unmixing, improving abundance estimation on lab scenes and enabling ocean color analysis from HYPSO and PACE satellite data.
Variational Autoencoder Framework for Hyperspectral Retrievals (Hyper-V AE) of Phytoplankton Absorption and Chlorophyll a in Coastal Waters for NASA’s EMIT and PACE Missions,
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Hyperspectral Unmixing Hierarchies
BLUTHs apply hierarchical structure and sparsity modulation to deep NMF unmixing, improving abundance estimation on lab scenes and enabling ocean color analysis from HYPSO and PACE satellite data.