Shuaikai Shi, Min Zhao, Lijun Zhang, Yoann Altmann and Jie Chen, "Probabilistic Generative Model for Hyperspectral Unmixing Accounting for Endmember Variability," in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-15, 2022, Art no. 5516915, doi: 10.1109/TGRS.2021.3121799.
☆18Apr 20, 2022Updated 3 years ago
Alternatives and similar repositories for PGMSU
Users that are interested in PGMSU are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multimodal Hyperspectral Unmixing: Insights from Attention Networks, IEEE TGRS, 2022☆44Feb 27, 2025Updated last year
- TANet: An Unsupervised Two-Stream Autoencoder Network for Hyperspectral Unmixing☆11Apr 23, 2023Updated 2 years ago
- Code for the experiments on the Samson Dataset as presented in the paper: Hyperspectral Unmixing Using a Neural Network Autoencoder (Pals…☆45Sep 28, 2021Updated 4 years ago
- Shuaikai Shi, Lijun Zhang, Yoann Altmann and Jie Chen, "Deep Generative Model for Spatial-spectral Unmixing with Multiple Endmember Prior…☆18Jun 18, 2022Updated 3 years ago
- CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders, IEEE TGRS, 2022☆20Mar 1, 2022Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Spectral unmixing using deep generative models☆29Feb 2, 2023Updated 3 years ago
- Resource collection for the paper "Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of cur…☆126Jul 11, 2024Updated last year
- An Open-Source Hyperspectral Unmixing Python Package☆65Oct 2, 2024Updated last year
- Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang. Endmember-Guided Unmixing Network (EGU-Net):…☆68Nov 30, 2024Updated last year
- Complete code for linear and non-linear unmixing Hyperspectral images in Python.☆14Aug 1, 2021Updated 4 years ago
- 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☆29Jun 13, 2024Updated last year
- A complete toolbox for spectral unmixing with spectral variability☆58May 18, 2025Updated 10 months ago
- PCOMMEND Hyperspectral Unmixing & Endmember Estimation Code - Matlab Implementation☆14Apr 12, 2019Updated 6 years ago
- Implementation of paper "Hyperspectral Unmixing for Additive Nonlinear Models With a 3-D-CNN Autoencoder Network" (T-GRS 2022)☆13Mar 10, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆47Feb 8, 2025Updated last year
- A repository for methods by and implemented by the authors' that were used in the paper: Blind Hyperspectral Unmixing using Autoencoders:…☆50Apr 7, 2022Updated 3 years ago
- MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing☆19Feb 8, 2022Updated 4 years ago
- Sparse Unmixing Using Unsupervised Convolutional Neural Network☆10Jun 2, 2024Updated last year
- Beta Compositional Model for Hyperspectral Unmixing☆11Apr 12, 2019Updated 6 years ago
- This repository contains several hyperspectral image analysis algorithms, including unmixing, registration and fusion.☆159Jan 6, 2021Updated 5 years ago
- Code for the paper "Hyperspectral Image Super-Resolution via Deep Prior Regularization with Parameter Estimation" (T-CSVT 2021).☆13Dec 6, 2022Updated 3 years ago
- Nonnegative matrix factorization-quadratic minimum volume (NMF-QMV) based hyperspectral unmixing☆20Jul 23, 2025Updated 8 months ago
- Code for the paper An analysis of spectral similarity measures☆11Dec 19, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- MAT-Net: Multiscale Aggregation Transformer Network for Hyperspectral Unmixing☆12Dec 6, 2024Updated last year
- Code for the paper "Hyperspectral Image Super-resolution with Deep Priors and Degradation Model Inversion" (ICASSP 2022).☆20Dec 6, 2022Updated 3 years ago
- Danfeng Hong, Lianru Gao, Renlong Hang, Bing Zhang, Jocelyn Chanussot. Deep Encoder-Decoder Networks for Classification of Hyperspectral …☆55Jul 11, 2021Updated 4 years ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆47Aug 19, 2021Updated 4 years ago
- A Dual Multi-head Contextual Attention Network for Hyperspectral Image Classification☆14Jun 28, 2022Updated 3 years ago
- X. Wang, Y. Zhong, L. Zhang, and Y. Xu, “Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing,”…☆49Dec 11, 2018Updated 7 years ago
- PyTorch version of HSID-CNN. Original paper: Q. Yuan, Q. Zhang, J. Li, H. Shen, and L. Zhang, "Hyperspectral Image Denoising Employing a …☆12Apr 27, 2021Updated 4 years ago
- A superpixel-based relational auto-encoder for feature extraction of hyperspectral images☆13Dec 12, 2019Updated 6 years ago
- ☆11May 19, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆30Dec 7, 2021Updated 4 years ago
- R. Liu, P. Wang, B. Du and B. Qu, "Endmember Bundle Extraction Based on Improved Multi-objective Particle Swarm Optimization," in IEEE Ge…☆12Jul 5, 2023Updated 2 years ago
- Minimum-volume constrained non-negative matrix factorisation, adapted into Python from L. Miao and H. Qi, "Endmember Extraction From High…☆13Sep 13, 2016Updated 9 years ago
- 收录高光谱图像解混代码（以深度学习为主）☆75Jan 26, 2026Updated 2 months ago
- Online Unmixing of Multitemporal Hyperspectral Images Accounting for Spectral Variability☆16Nov 20, 2020Updated 5 years ago
- ☆13Oct 24, 2021Updated 4 years ago
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆19Feb 17, 2023Updated 3 years ago