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tensrde

code of TenSRDe

tfdenoise

Noise reduction of hyperspectral imagery based on nonlocal tensor factorization.

tgrs_2020_msc-edkelm

Multiscale Context-aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification, TGRS, 2020.

tgrs_matlab

Implementation of algorithms focus on remote sensing applications using matlab

tgv

Implements the temporal Total Generalized Variation regularization for Compressed Sensing.

tgvshcs

TGV Shearlet Based Compressive Sensing Image Reconstruction Method

thesis

Quantitative Multispectral Image Analysis and Data Completion Using Tensor Decomposition Methods

thesis_hsi_image_classification

Hyper-spectral Image Classification based on Supervised/unsupervised machine learning algorithms.

tip-csnet

The training codes, the training data, and some pre-trained models for my TIP paper "Image Compressed Sensing using Convolutional Neural Network".

titan

Inertial block majorization minimization (TITAN) for sparse non-negative matrix factorization and matrix completion

tkde

matrix completion with column outliers

tlr-l0tv

tr-als-sampled

Code for our paper on sampled alternating least squares for tensor ring decomposition

trbu

trlrf

Tensor ring low-rank factors (AAAI 2019)

ts1-algorithms

matlab code for the paper: "Transformed Schatten-1 Iterative Thresholding Algorithms for Low Rank Matrix Completion"

tt-toolbox

TT-Toolbox (by Oseledets et al.)

ttc

Fast and Accurate Tensor Completion with Total Variation Regularized Tensor Trains

tucker

MATLAB files for computing a non-negative Tucker decomposition approximation of a mode-n Tensor

tucker-tensorsketch

Matlab function for low-rank Tucker decomposition of tensors using TensorSketch

tuckerdecomposition

tucker_compression

Volume compression using the Tucker/HOSVD tensor decomposition

tval3

TVAL3

tval3d

This is an update in 3D-reconstruction of the MATLAB's code TVAL3 written by Chengbo Li

tvrpca

combine TV regularization with RPCA framework

tvwtr

txlr

Parallel Transmit Low-Rank Tensor Completion

uccuts

Unified and Contrasting Cuts in Multiple Graphs

ultra-v

Unmixing with Low-rank Tensor Regularization Algorithm accounting for spectral Variability (ULTRA-V)

unmixing-plmm

Hyperspectral unmixing with spectral variability using a perturbed linear mixing model