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cs.CV2023★ 1 cited
AE-RED: A Hyperspectral Unmixing Framework Powered by Deep Autoencoder and Regularization by Denoising
Min Zhao, Jie Chen, Nicolas Dobigeon
Spectral unmixing has been extensively studied with a variety of methods and used in many applications. Recently, data-driven techniques with deep learning methods have obtained gr…
eess.IV2023
Guided Deep Generative Model-based Spatial Regularization for Multiband Imaging Inverse Problems
Min Zhao, Nicolas Dobigeon, Jie Chen
When adopting a model-based formulation, solving inverse problems encountered in multiband imaging requires to define spatial and spectral regularizations. In most of the works of…