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jianjun liu's repositories

MIAE

Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution, TGRS, 2022

Language:Python12 3 1

CACNN

Deep Collaborative Attention Network for Hyperspectral Image Classification by Combining 2-D CNN and 3-D CNN, JSTARS, 2020

Language:Python1000

GTR

Generalized Tensor Regression for Hyperspectral Image Classification, TGRS, 2020

Language:MATLAB600

KSRC

Spatial-spectral kernel sparse representation for hyperspectral image classification, JSTARS, 2013

Language:MATLAB600

PKCRC

Probabilistic-Kernel Collaborative Representation for Spatial-Spectral Hyperspectral Image Classification, TGRS, 2016

Language:MATLAB500

MTNet

A Model-Inspired Approach With Transformers for Hyperspectral Pansharpening, JSTARS, 2022

Language:Python400

SpfNet

Patch-Aware Deep Hyperspectral and Multispectral Image Fusion by Unfolding Subspace-Based Optimization Model, JSTARS, 2021

Language:Python4 2 1

SSIN

Spatial–Spectral Involution MLP Network for Hyperspectral Image Classification, JSTARS, 2022

Language:Python400

TONWMD

A Twice Optimizing Net with Matrix Decomposition for Hyperspectral and Multispectral Image Fusion. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020

Language:Python400

R2MK

Region-based Relaxed Multiple Kernel Collaborative Representation for Hyperspectral Image Classification, IEEE Access, 2017

Language:MATLAB3 20

ADMM-HFNet

Admm-hfnet: A matrix decomposition based deep approach for hyperspectral image fusion[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021

Language:Python200

CD-UNet

Crossed Dual-branch U-Net for Hyperspectral Image Super-Resolution, JSTARS, 2023

Language:Python2 3 2

EMSCNet

EMSCNet: Efficient Multisample Contrastive Network for Remote Sensing Image Scene Classification

Language:Python200

KCRC

Learning Multiple Parameters for Kernel Collaborative Representation Classification, TNNLS, 2020

Language:MATLAB200

SDP

200

SMKCRC

Superpixel-guided multiscale kernel collaborative representation for hyperspectral image classification, Remote Sensing Letters, 2016

Language:C++200

FCTN

High-Order Coupled Fully Connected Tensor Network Decomposition for Hyperspectral Image Super-Resolution. IEEE Geoscience and Remote Sensing Letters, 2022

Language:MATLAB100

liuofficial.github.io

JianJun Liu's website

1 20

MDF

A Truncated Matrix Decomposition for Hyperspectral Image Super-Resolution. IEEE Transactions on Image Processing, 2020.

Language:C++100

SSG

Hyperspectral Image Classification Using Kernel Sparse Representation and Semilocal Spatial Graph, GRSL, 2014

Language:C++100

CDLNet

CDLNet: Collaborative Dictionary Learning Network for Remote Sensing Image Scene Classification

Language:Python000

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Language:PythonMIT010