55 citations · 136 across the 5 of their papers we have counts for
3 papers · 1 filter
Guided Deep Decoder: Unsupervised Image Pair Fusion
Tatsumi Uezato, Danfeng Hong, Naoto Yokoya +1
The fusion of input and guidance images that have a tradeoff in their information (e.g., hyperspectral and RGB image fusion or pansharpening) can be interpreted as one general prob…
Hyperspectral unmixing with spectral variability using adaptive bundles and double sparsity
Tatsumi Uezato, Mathieu Fauvel, Nicolas Dobigeon
Spectral variability is one of the major issue when conducting hyperspectral unmixing. Within a given image composed of some elementary materials (herein referred to as endmember c…
Hyperspectral image unmixing with LiDAR data-aided spatial regularization
Tatsumi Uezato, Mathieu Fauvel, Nicolas Dobigeon
Spectral unmixing methods incorporating spatial regularizations have demonstrated increasing interest. Although spatial regularizers which promote smoothness of the abundance maps…