Discover xiuheng-wang/awesome-hyperspectral-image-unmixing Open Source

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Resource collection for the paper "Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of current methods" (SPM 2023).

Deep_gradient_HSI_superresolution

Codes for the paper "Hyperspectral Image Super-resolution with Deep Priors and Degradation Model Inversion" (ICASSP 2022).

MATLAB

Sylvester_TSFN_MDC_HSI_superresolution

Codes for the paper "Hyperspectral Image Super-Resolution via Deep Prior Regularization with Parameter Estimation" (T-CSVT 2021).

MATLAB

DIFIV_release

Codes for the paper "Deep Hyperspectral and Multispectral Image Fusion with Inter-image Variability" (T-GRS 2023).

MATLAB

Tuning_free_PnP_HSI_deconvolution

Codes for the paper "Tuning-free Plug-and-Play Hyperspectral Image Deconvolution with Deep Priors" (T-GRS 2023).

Python

Plug_and_Play_HSI_unmixing

Codes for the paper "Hyperspectral Unmixing Via Plug-And-Play Priors" (ICIP 2020) and "A Plug-and-Play Priors Framework for Hyperspectral Unmixing" (T-GRS 2021).

MATLAB

ADMM_3DDnCNN_HSI_deconvolution

Codes for the paper "Learning Spectral-Spatial Prior Via 3DDnCNN for Hyperspectral Image Deconvolution" (ICASSP 2020).

Python

NODE_release

Codes for the paper "Change Point Detection with Neural Online Density-ratio Estimator" (ICASSP 2023).

Python

Demo_code_daGFSS

A simple demo MATLAB code of the paper "Distributed Change Detection in Streaming Graph Signals" (CAMSAP 2019).

MATLAB

CPD_manifold_release

Codes for the paper "Non-parametric Online Change Point Detection on Riemannian Manifolds" (ICML 2024).

Python

xiuheng-wang/awesome-hyperspectral-image-unmixing

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