Python PyTorch (GPU) and NumPy (CPU)-based port of Févotte and Dobigeon's robust-NMF algorithm appearing in "Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization."
☆65Sep 1, 2019Updated 6 years ago
Alternatives and similar repositories for robust-nmf
Users that are interested in robust-nmf are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An autoencoder that performs nonlinear pixel unmixing on hyperspectral images (based on the Fan, Bilinear, PPNM models, and also higher o…☆30May 19, 2021Updated 5 years ago
- PyTorch implementation of Robust Non-negative Tensor Factorization appearing in N. Dey, et al., "Robust Non-negative Tensor Factorization…☆20Nov 12, 2023Updated 2 years ago
- Complete code for linear and non-linear unmixing Hyperspectral images in Python.☆13Aug 1, 2021Updated 4 years ago
- ☆30Dec 7, 2021Updated 4 years ago
- 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
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This demo reproduces the results reported in the paper "Nonlinear unmixing of hyperspectral data with vector-valued kernel functions," R…☆14Nov 14, 2016Updated 9 years ago
- Nonnegative matrix factorization-quadratic minimum volume (NMF-QMV) based hyperspectral unmixing☆20Jul 23, 2025Updated 9 months 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
- An Open-Source Hyperspectral Unmixing Python Package☆67Oct 2, 2024Updated last year
- A complete toolbox for spectral unmixing with spectral variability☆59May 18, 2025Updated last year
- sparse and fully constrained spectral unmixing algorithm☆12Jul 31, 2019Updated 6 years ago
- Online Unmixing of Multitemporal Hyperspectral Images Accounting for Spectral Variability☆17Nov 20, 2020Updated 5 years ago
- NMF/NTF with Pytorch☆17Mar 24, 2019Updated 7 years ago
- A pytorch package for non-negative matrix factorization.☆248Jul 25, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- MLNMF: Multilayer Nonnegative Matrix Factorization☆13Dec 6, 2021Updated 4 years ago
- Non-negative Matrix Factorization (NMF) Tensorflow Implementation☆37May 7, 2018Updated 8 years ago
- Mini-batch multiplicative updates for beta-NMF☆15Jun 27, 2017Updated 8 years ago
- X. Wang, Y. Zhong, C. Cui, L. Zhang and Y. Xu, "Autonomous Endmember Detection via an Abundance Anomaly Guided Saliency Prior for Hypersp…☆13Jun 28, 2021Updated 4 years ago
- Training and testing of DeepSEA models.☆15Oct 19, 2015Updated 10 years ago
- MATLAB MEX implementation of SVRG-SBB algorithms☆12Nov 28, 2017Updated 8 years ago
- BioLearns: Computational Biology and Bioinformatics Toolbox in Python☆12Oct 12, 2022Updated 3 years ago
- Hyperspectral Image Unmixing Program Code☆21Oct 22, 2014Updated 11 years ago
- Code and slides from a 2016 talk at the Cambridge UK RUG☆16Feb 22, 2017Updated 9 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆15Oct 21, 2020Updated 5 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
- Hyperspectral image unmixing.☆38Jan 16, 2018Updated 8 years ago
- Python code for "Fast Bayesian nonnegative matrix factorisation and tri-factorisation", presented at NIPS 2016 Workshop on Advances in Ap…☆21Jun 10, 2018Updated 7 years ago
- Code associated with the manuscript Spatial Transcriptomics to define transcriptional patterns of zonation and structural components in t…☆22Aug 19, 2022Updated 3 years ago
- Online Matrix/Tensor Factorization and applications to Network Dictionary Learning and images☆14Feb 21, 2022Updated 4 years ago
- ☆49Feb 8, 2025Updated last year
- Matlab code of the TGRS paper entitled "Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspect…☆20Apr 10, 2021Updated 5 years ago
- code from the s/t book which goal is to gather in a single document the most relevant concepts related to modern optimization methods or …☆25Dec 30, 2014Updated 11 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- The code of SMVSC☆18Feb 22, 2019Updated 7 years ago
- Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image …☆24Feb 27, 2025Updated last year
- a metabologenomic pipeline integrating metabolomic and genomic data to identify novel RiPPs and their BGCs☆12Oct 4, 2021Updated 4 years ago
- nimfa - A Python Library for Nonnegative Matrix Factorization Techniques☆10Aug 30, 2018Updated 7 years ago
- Unsupervised Representation Learning for Singing Voice Separation☆22Feb 10, 2023Updated 3 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
- The official repository for the deepSNV bioconductor packages. Branch master tracks the official Bioconductor development branch.☆17Jun 1, 2022Updated 3 years ago