Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang. Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing, IEEE TNNLS, 2021.
☆68Nov 30, 2024Updated last year
Alternatives and similar repositories for IEEE_TNNLS_EGU-Net
Users that are interested in IEEE_TNNLS_EGU-Net 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☆45Feb 27, 2025Updated last year
- UnDIP: Hyperspectral Unmixing Using Deep Image Prior☆41Sep 20, 2022Updated 3 years ago
- MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing☆19Feb 8, 2022Updated 4 years ago
- TANet: An Unsupervised Two-Stream Autoencoder Network for Hyperspectral Unmixing☆11Apr 23, 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…☆130Jul 11, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 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
- A repository for methods by and implemented by the authors' that were used in the paper: Blind Hyperspectral Unmixing using Autoencoders:…☆52Apr 7, 2022Updated 4 years ago
- Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiaoxiang Zhu. An Augmented Linear Mixing Model to Address Spectral Variability for Hypers…☆23Oct 20, 2022Updated 3 years ago
- 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
- ☆30Dec 7, 2021Updated 4 years ago
- ☆50Feb 8, 2025Updated last year
- Shuaikai Shi, Min Zhao, Lijun Zhang, Yoann Altmann and Jie Chen, "Probabilistic Generative Model for Hyperspectral Unmixing Accounting fo…☆18Apr 20, 2022Updated 4 years ago
- Spectral unmixing using deep generative models☆30Feb 2, 2023Updated 3 years ago
- Nonnegative matrix factorization-quadratic minimum volume (NMF-QMV) based hyperspectral unmixing☆20Jul 23, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Unsupervised spectral unmixing through an untied denoising autoencoder with sparsity (uDAS)☆24Apr 9, 2019Updated 7 years ago
- ☆17Apr 3, 2013Updated 13 years ago
- Multi-stage convolutional autoencoder network for hyperspectral unmixing☆16Jun 7, 2024Updated 2 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☆30Jun 13, 2024Updated 2 years ago
- Online Unmixing of Multitemporal Hyperspectral Images Accounting for Spectral Variability☆17Nov 20, 2020Updated 5 years ago
- An Open-Source Hyperspectral Unmixing Python Package☆68Oct 2, 2024Updated last year
- Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution, ECCV, 2020. (PyTorch)☆93Dec 5, 2022Updated 3 years ago
- Spectral unmixing; Fast N-FINDR; Fast endmember extraction;☆20May 11, 2019Updated 7 years ago
- Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot. Spectral Superresolution of Multispectral Imagery with Jo…☆23Mar 6, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu. Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classificatio…☆11Nov 14, 2021Updated 4 years ago
- This repository contains several hyperspectral image analysis algorithms, including unmixing, registration and fusion.☆165Jan 6, 2021Updated 5 years ago
- Sparse Unmixing Using Unsupervised Convolutional Neural Network☆10Jun 2, 2024Updated 2 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
- SULoRA: Danfeng Hong, Xiaoxiang Zhu. Subspace Unmixing with Low-Rank Attribute Embedding for Hyperspectral Data Analysis, IEEE JSTSP, 201…☆12Sep 10, 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 4 years ago
- 收录高光谱图像解混代码（以深度学习为主）☆86Jan 26, 2026Updated 7 months ago
- A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing☆22Jun 4, 2019Updated 7 years ago
- Python3 library for common unmixing functions☆15Oct 2, 2018Updated 7 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Codes and data for Unmixing☆56May 3, 2024Updated 2 years ago
- Hyperspectral Image Unmixing Program Code☆21Oct 22, 2014Updated 11 years ago
- Complete code for linear and non-linear unmixing Hyperspectral images in Python.☆13Aug 1, 2021Updated 5 years ago
- Danfeng Hong, Lianru Gao, Renlong Hang, Bing Zhang, Jocelyn Chanussot. Deep Encoder-Decoder Networks for Classification of Hyperspectral …☆57Jul 11, 2021Updated 5 years ago
- Python PyTorch (GPU) and NumPy (CPU)-based port of Févotte and Dobigeon's robust-NMF algorithm appearing in "Nonlinear hyperspectral unmi…☆65Sep 1, 2019Updated 7 years ago
- X. Wang, Y. Zhong, L. Zhang, and Y. Xu, “Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing,”…☆50Dec 11, 2018Updated 7 years ago
- Behnood Rasti, Danfeng Hong, Renlong Hang, Pedram Ghamisi, Xudong Kang, Jocelyn Chanussot, Jon Atli Benediktsson. Feature Extraction for …☆19Jul 20, 2021Updated 5 years ago