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KMNET for Hyperspectral Unmixing
2023 IEEE India Geoscience and Remote Sensing Symposium (InGARSS), 2023Sankalp Dhondi +4 more
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Hyperspectral Unmixing with Simultaneous Dimensionality Estimation.
2012This paper is an elaboration of the simplex identification via split augmented Lagrangian (SISAL) algorithm (Bioucas-Dias, 2009) to blindly unmix hyperspectral data. SISAL is a linear hyperspectral unmixing method of the minimum volume class. This method solve a non-convex problem by a sequence of augmented Lagrangian optimizations, where the ...
Nascimento, Jose, Bioucas-Dias, José M.
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Spectral–Spatial-Weighted Multiview Collaborative Sparse Unmixing for Hyperspectral Images
IEEE Transactions on Geoscience and Remote Sensing, 2020Xb Gao, Xinbo Gao
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Unbiased Validation of Hyperspectral Unmixing Algorithms
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023Lukasz Tulczyjew +4 more
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Deep Ensembles for Hyperspectral Image Data Classification and Unmixing
Remote Sensing, 2021Michał Myller +2 more
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Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing
IEEE Transactions on Geoscience and Remote Sensing, 2012J Bioucas-Dias +2 more
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ℓ0-based sparse hyperspectral unmixing using spectral information and a multi-objectives formulation
ISPRS Journal of Photogrammetry and Remote Sensing, 2018Xia Xu, Zhenwei Shi, Bin Pan
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Sparse Unmixing of Hyperspectral Data Using Spectral <italic>A Priori</italic> Information
IEEE Transactions on Geoscience and Remote Sensing, 2015, Zhenwei Shi, Changshui Zhang
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Nonlinear Unmixing of Hyperspectral Datasets for the Study of Painted Works of Art
Angewandte Chemie - International Edition, 2018Emeline Pouyet +2 more
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