danfenghong / IEEE_TNNLS_EGU-NetLinks
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.
☆66Updated 10 months ago
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
Sorting:
- Multimodal Hyperspectral Unmixing: Insights from Attention Networks, IEEE TGRS, 2022☆42Updated 7 months ago
- Code for the experiments on the Samson Dataset as presented in the paper: Hyperspectral Unmixing Using a Neural Network Autoencoder (Pals…☆42Updated 4 years ago
- ☆28Updated 3 years ago
- An Open-Source Hyperspectral Unmixing Python Package☆57Updated last year
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆37Updated last year
- CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders, IEEE TGRS, 2022☆19Updated 3 years ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆32Updated 2 years ago
- ☆43Updated 8 months ago
- Hyperspectral Remote Sensing Scenes☆58Updated 4 years ago
- MUUFL Gulfport Hyperspectral and LIDAR Data: This data set includes HSI and LIDAR data, Scoring Code, Photographs of Scene, Description o…☆88Updated 6 years ago
- PyTorch Implementation of SSTNs for hyperspectral image classifications from the IEEE T-GRS paper "Spectral-Spatial Transformer Network f…☆118Updated 3 years ago
- Danfeng Hong, Lianru Gao, Renlong Hang, Bing Zhang, Jocelyn Chanussot. Deep Encoder-Decoder Networks for Classification of Hyperspectral …☆52Updated 4 years ago
- UnDIP: Hyperspectral Unmixing Using Deep Image Prior☆41Updated 3 years ago
- A complete toolbox for spectral unmixing with spectral variability☆53Updated 4 months ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆46Updated 2 years ago
- Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification☆14Updated last year
- Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.☆162Updated 3 years ago
- A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspe…☆39Updated 4 years ago
- Resource collection for the paper "Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of cur…☆119Updated last year
- A repository for methods by and implemented by the authors' that were used in the paper: Blind Hyperspectral Unmixing using Autoencoders:…☆47Updated 3 years ago
- [IEEE TNNLS 2022] Robust Self-Ensembling Network for Hyperspectral Image Classification☆18Updated 3 years ago
- Shuaikai Shi, Lijun Zhang, Yoann Altmann and Jie Chen, "Deep Generative Model for Spatial-spectral Unmixing with Multiple Endmember Prior…☆16Updated 3 years ago
- A PyTorch implementation of CNN+Vision Transformer for hyperspectral image classification☆80Updated 4 years ago
- Xin Wu, Danfeng Hong, Jocelyn Chanussot. Convolutional Neural Networks for Multimodal Remote Sensing Data Classification, IEEE Transactio…☆54Updated 3 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆54Updated 4 years ago
- 高光谱遥感影像分类☆24Updated 2 years ago
- ☆45Updated 10 months ago
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆46Updated 2 years ago
- An autoencoder that performs nonlinear pixel unmixing on hyperspectral images (based on the Fan, Bilinear, PPNM models, and also higher o…☆31Updated 4 years ago
- Qingdao UAV-borne HSI (QUH) dataset for precise land cover classification.☆27Updated 2 years ago