Ricardo Borsoi's repositories

unmixing_spectral_variability

A complete toolbox for spectral unmixing with spectral variability

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Unmixing_with_Deep_Generative_Models

Spectral unmixing using deep generative models

MUA_SparseUnmixing

A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing

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FuVarRelease

codes for the paper "Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability", IEEE TIP 2020

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CB_STAR_release

codes for the paper "Coupled tensor decomposition for hyperspectral and multispectral image fusion with inter-image variability", IEEE JSTSP 2021

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DataDependentSUvarRelease

codes for the paper "A Data Dependent Multiscale Model for Hyperspectral Unmixing With Spectral Variability", IEEE TIP 2020

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MultiscaleKernelSURelease

codes for the paper "A blind multiscale spatial regularization framework for kernel-based spectral unmixing", IEEE TIP 2020

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SRR_EIT

Super resolution reconstruction of electrical impedance tomography images

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Adap_SRR

A New Adaptive Video Super-Resolution Algorithm With Improved Robustness to Innovations

IDNet_release

Codes related to the paper "Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing", IEEE TCI, 2023.

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ReDSUNN

codes for the paper "Dynamical Hyperspectral Unmixing with Variational Recurrent Neural Networks", IEEE TIP 2023

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KalmanEM

codes for the paper "Kalman filtering and expectation maximization for multitemporal spectral unmixing", IEEE GRSL 2020

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MAC_U

codes for the paper "Model-based deep autoencoder networks for nonlinear hyperspectral unmixing", IEEE GRSL 2021

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Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

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Git-Commands

A list of commonly used Git commands

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Multi-resolution-Multispectral-image-fusion-based-weakly-supervised-constrained-Kalman-filter

It's a constrained-distributed-Kalman-filter-based Multi-resolution Multispectral image fusion method.

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