1

MIAE

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

Python

12

2

CACNN

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

Python

10

3

GTR

Generalized Tensor Regression for Hyperspectral Image Classification, TGRS, 2020

MATLAB

7

4

KSRC

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

MATLAB

6

5

PKCRC

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

MATLAB

5

6

MTNet

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

Python

5

7

SpfNet

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

Python

4

8

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

Python

4

9

SSIN

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

Python

4

10

ADMM-HFNet

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

Python

3

11

FCTN

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

MATLAB

3

12

R2MK

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

MATLAB

3

13

SDP

A Spectral Diffusion Model for Unsupervised Hyperspectral Image Super-Resolution, IEEE TGRS, 2024

Python

3

14

CD-UNet

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

Python

3

15

MDF

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

C++

2

16

SMKCRC

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

C++

2

17

KCRC

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

MATLAB

2

18

EMSCNet

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

Python

2

19

SSG

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

C++

1

20

liuofficial.github.io

JianJun Liu's website

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