XiangfeiShen

2022_IEEE_GRSL_LGSU

Source code for the paper titled "Superpixel-guided Local Sparsity Prior for Hyperspectral Sparse Regression Unmixing"

ADMM-Total-Variation

Some other ADMM total variation codes

AirportDetection

Extract airport objects in remote sensing images using saliency analysis and active contour model

bilinear_unmixing

Matlab code for blind sparse nonlinear hyperspectral unmixing

Demo_f3usion_HSI_SR

Demo of the submission titled "F$^{3}$USION: Hyperspectral and Multispectral Fusion with Flexible Plug-and-Play Framelet Regularization"

IEEE_JSTARS2020_SENMAV

Source code for the paper titled "Spatial-Spectral Hyperspectral Endmember Extraction Using a Spatial Energy Prior"

IEEE_JSTARS2021_fspm

source code for paper titled "Subspace-based Preprocessing Module for Fast Hyperspectral Endmember Selection"

IEEE_TGRS_2021_HyperWeak

Source code for the paper titled "Towards Weak Signal Analysis in Hyperspectral Data: A Semi-supervised Unmixing Perspective"

Layered_Sparse_Regression_Unmixing

Demo of the TGRS paper titled "Efficient Hyperspectral Sparse Regression Unmixing with Multilayers"

TGRS_2022_SaFra

Demo of submitted manuscript titled " Matrix Factorization with Framelet and Saliency Priors for Hyperspectral Anomaly Detection"

XiangfeiShen/IEEE_TGRS_2021_HyperWeak

Source code for the paper titled "Towards Weak Signal Analysis in Hyperspectral Data: A Semi-supervised Unmixing Perspective"

XiangfeiShen/Layered_Sparse_Regression_Unmixing

Demo of the TGRS paper titled "Efficient Hyperspectral Sparse Regression Unmixing with Multilayers"

XiangfeiShen/2022_IEEE_GRSL_LGSU

Source code for the paper titled "Superpixel-guided Local Sparsity Prior for Hyperspectral Sparse Regression Unmixing"

XiangfeiShen/bilinear_unmixing

Matlab code for blind sparse nonlinear hyperspectral unmixing

XiangfeiShen/Demo_f3usion_HSI_SR

Demo of the submission titled "F$^{3}$USION: Hyperspectral and Multispectral Fusion with Flexible Plug-and-Play Framelet Regularization"

XiangfeiShen/IEEE_JSTARS2020_SENMAV

Source code for the paper titled "Spatial-Spectral Hyperspectral Endmember Extraction Using a Spatial Energy Prior"

XiangfeiShen/IEEE_JSTARS2021_fspm

source code for paper titled "Subspace-based Preprocessing Module for Fast Hyperspectral Endmember Selection"

XiangfeiShen/TGRS_2022_SaFra

Demo of submitted manuscript titled " Matrix Factorization with Framelet and Saliency Priors for Hyperspectral Anomaly Detection"

XiangfeiShen/Chongqing-University-Beamer-Theme

A LaTeX beamer theme template for CQU students.

XiangfeiShen/CQU_Thesis2024

重庆大学毕业论文Latex模板（修改版）

XiangfeiShen/CQUThesis

:pencil: 重庆大学毕业论文LaTeX模板---LaTeX Thesis Template for Chongqing University

XiangfeiShen/HapkeCNN

Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network

XiangfeiShen/HSI-SR-benchmarking

🌇🌆 Benchmarking of Hyperspectral Image Fusion methods 🏙🌃

XiangfeiShen/Hyperspectral-Image-Denoising-Benchmark

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

XiangfeiShen/Hyperspectral-Image-Super-Resolution-Benchmark

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

XiangfeiShen/IEEE_GRSL2022_GCRC

The source code of the paper titled "Grouped Collaborative Representation for Hyperspectral Image Classification Using a Two-Phase Strategy"

XiangfeiShen/Lp-TNN

A Robust Low-Rank Matrix Completion Based on Truncated Nuclear Norm and Lp-norm

XiangfeiShen/lq_unmixing

Matlab code for hyperspectral unmixing using an l_q penalty

XiangfeiShen/LREN

Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection (AAAI2021)

XiangfeiShen/Masked-RPCA

The Matlab implementation of the Masked-RPCA model for background/foreground subtraction in a video sequence

XiangfeiShen/matconvnet

MatConvNet: CNNs for MATLAB

XiangfeiShen/Matrix-Completion-Methods

Several Classic Low-Rank Matrix Completion Methods, such as SVP, SVT, Sp-lp, and TNNR-ADMM...

XiangfeiShen/Moffett-Field-labeling

"Moffett Field" hyperspectral image labeling.

XiangfeiShen/NSFC-application-template-latex

国家自然科学基金申请书正文（面上项目）LaTeX 模板（非官方）

XiangfeiShen/Pretrained-IPT

XiangfeiShen/reproducible-tensor-completion-state-of-the-art

XiangfeiShen/SatMAE

Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"

XiangfeiShen/STLAD

Demo of the submission titled "Toward Fast Hyperspectral Anomaly Detection with Subspace Transformation Learning"

XiangfeiShen/Tensor-Network-Toolbox

a Matlab Toolbox for Tensor Network Decomposition

XiangfeiShen/TLRSR-and-ETLRR

Matlab code for tensor low-rank and sparse representation learning.