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adlr

Anomaly detection in hyperspectral images by abundance- and dictionary-based low-rank decomposition (ADLR)

anomaly-detection-in-hyperspectral-images-based-on-low-rank-and-sparse-representation

awesome-image-denoising-state-of-the-art

awesome image and video denoising, state of the art networks

awesome-low-light-image-enhancement

This is a resouce list for low light image enhancement

cvpr2013bgsp

Implementation of CVPR 2013 paper: Block and Group Regularized Sparse Modeling for Dictionary Learning

dp-gmm-hsi

Hyperspectral Image Restoration under Complex Multi-Band Noises (Remote Sensing, 2018)

hyperspectral-image-denoising-benchmark

A list of hyperspectral image denoising resources collected by Yongsen Zhao and Junjun Jiang.

hyperspectral-image-restoration-via-total-variation-regularized-low-rank-tensor-decomposition

code of Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition

hyperspectral-image-super-resolution-benchmark

A list of hyperspectral image super-solution resources collected by Junjun Jiang

hyperspectral_unmixing_project

hyperspectraltoolbox

HyperSpectral Matlab Toolbox forked from Sourceforge

image-inpainting

This project implements algorithms of image inpainting.

image-signal-processing

Collection of inverse problems in image processing via Alternating Direction Method (ADM), Alternating Minimization Method (AMA), Group Sparse signal denoising and Majorization-Minimization optimization based image/signal processing

libadmm

A Library of ADMM for Sparse and Low-rank Optimization

lq-sparse-recovery

Recovery and Demixing of Sparse Signals Using Nonconvex Regularization

lrtfl0

code of "Hyperspectral restoration via L0 Gradient Regularized Low-Rank Tensor factorization"

matlabhyperspectraltoolbox

initial cut

mf_tv

Teng-Yu Ji

reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible image denoising works.

reweighted-block-sparsity-regularization-for-remote-sensing-images-destriping

code for Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping

robustpca

Robust PCA implementation and examples (Matlab)

robustpca-1

Nonconvex Regularized Robust PCA Using the Proximal Block Coordinate Descent Algorithm

rsdehaze

Haze removal for a single visible remote sensing image. (Singnal Processing 2017)

sgsnmf_tgrs

X. Wang, Y. Zhong, L. Zhang, and Y. Xu, “Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing,” IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 11, pp.6287-6304, 2017.