GitHub topics: hyperspectral-unmixing
WHU-Sigma/HyperSIGMA
The official repo for [TPAMI'25] "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"
Language: Python - Size: 80.5 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 210 - Forks: 18
laugh12321/DACN
Hyperspectral Unmixing via Dual Attention Convolutional Neural Networks | 基于双注意力卷积神经网络的高光谱图像解混
Language: Python - Size: 240 MB - Last synced at: 10 days ago - Pushed at: 10 months ago - Stars: 24 - Forks: 5
mhmdjouni/MultiHU-TD-Python
MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition
Language: Python - Size: 101 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0
dv-fenix/SemiNMF-Autoencoders
Official implementation of our NCC'24 paper titled "Semi‑NMF Regularization‑Based Autoencoder Training for Hyperspectral Unmixing".
Language: Python - Size: 340 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
cmdecastro/BSthesis
This repository contains all the codes and some data I used for my undergraduate thesis on Philippine Senate election patterns from 2013-2019 using Hyperspectral Unmixing.
Language: Jupyter Notebook - Size: 17.9 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0
zhouyuanzxcv/Hyperspectral
This repository contains several hyperspectral image analysis algorithms, including unmixing, registration and fusion.
Language: MATLAB - Size: 460 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 111 - Forks: 32
XiangfeiShen/Layered_Sparse_Regression_Unmixing
Demo of the TGRS paper titled "Efficient Hyperspectral Sparse Regression Unmixing with Multilayers"
Language: MATLAB - Size: 16.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
MeiShaohui/Spectral-Variability-Augmented-Sparse-Unmixing
Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images & Spatial Purity based Endmember Extraction for Spectral Mixture Analysis
Language: MATLAB - Size: 10.1 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2
dv-fenix/HyperspecAE
Code for the experiments on the Samson Dataset as presented in the paper: Hyperspectral Unmixing Using a Neural Network Autoencoder (Palsson et al. 2018)
Language: Python - Size: 283 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 24 - Forks: 7
XiangfeiShen/IEEE_JSTARS2020_SENMAV
Source code for the paper titled "Spatial-Spectral Hyperspectral Endmember Extraction Using a Spatial Energy Prior"
Language: MATLAB - Size: 6.84 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
XiangfeiShen/IEEE_JSTARS2021_fspm
source code for paper titled "Subspace-based Preprocessing Module for Fast Hyperspectral Endmember Selection"
Language: MATLAB - Size: 8.79 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
deepanshi-s/Hyperspectral-unmixing
Complete code for linear and non-linear unmixing Hyperspectral images in Python.
Language: Python - Size: 7.08 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1
XiangfeiShen/IEEE_TGRS_2021_HyperWeak
Source code for the paper titled "Towards Weak Signal Analysis in Hyperspectral Data: A Semi-supervised Unmixing Perspective"
Language: MATLAB - Size: 14.2 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0