A survey on computational spectral reconstruction methods from rgb to hyperspectral imaging

HIGHLIGHTS

• who: Jingang Zhang from the SchoolUniversity of, Xi`an, China have published the research: A survey on computational spectral reconstruction methods from RGB to hyperspectral imaging, in the Journal: Scientific Reports Scientific Reports
• what: The authors investigate various network models in the data-driven methods and categorize them into several groups, namely Linear CNN, U-Net model, GAN model, etc. The model focuses on local context information to enhance the spatial reconstruction results. The authors compare the spatial and spectral performance of different SR algorithms based on the BGU-HS27 and ARADHS28 datasets.
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