danfenghong / IEEE_TGRS_SeCoDe
Matlab code of the TGRS paper entitled "Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing".
☆18Updated 3 years ago
Related projects: ⓘ
- Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiaoxiang Zhu. An Augmented Linear Mixing Model to Address Spectral Variability for Hypers…☆13Updated last year
- Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot. Spectral Superresolution of Multispectral Imagery with Jo…☆20Updated 3 years ago
- A complete toolbox for spectral unmixing with spectral variability☆44Updated last year
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆29Updated last year
- CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders, IEEE TGRS, 2022☆16Updated 2 years ago
- Matlab code for Noise-Robust Hyperspectral Image Classification via Multi-Scale Total Variation, JSTARS, 2019☆11Updated last year
- ☆19Updated 4 years ago
- UnDIP: Hyperspectral Unmixing Using Deep Image Prior☆35Updated last year
- A multi-module change detection method for multi-temporal SAR images using deep learning☆22Updated 3 years ago
- Q. Zhang, Q. Yuan, J. Li, X. Liu, H. Shen, and L. Zhang, "Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient…☆17Updated 4 years ago
- 3D Convolutional Adversial Autoencoder for Hyperspectral Classification☆20Updated 4 years ago
- An autoencoder that performs nonlinear pixel unmixing on hyperspectral images (based on the Fan, Bilinear, PPNM models, and also higher o…☆26Updated 3 years ago
- Shuaikai Shi, Lijun Zhang, Yoann Altmann and Jie Chen, "Deep Generative Model for Spatial-spectral Unmixing with Multiple Endmember Prior…☆14Updated 2 years ago
- Spectral unmixing using deep generative models☆27Updated last year
- A superpixel-based relational auto-encoder for feature extraction of hyperspectral images☆13Updated 4 years ago
- MATLAB Code for Sparse Constraint Adaptive Structure Consistency based Image Regression for Heterogeneous Remote Sensing Change Detection☆15Updated last month
- MATLAB Code for Iterative Robust Graph for Unsupervised Change Detection of Heterogeneous Remote Sensing Images☆25Updated last month
- Demo for the proposed SSAL-SDP method, i.e., superpixel-based semisupervised active learning (SSAL) method with the density peak (DP) aug…☆17Updated 5 years ago
- Shuaikai Shi, Min Zhao, Lijun Zhang, Yoann Altmann and Jie Chen, "Probabilistic Generative Model for Hyperspectral Unmixing Accounting fo…☆14Updated 2 years ago
- Code for the experiments on the Samson Dataset as presented in the paper: Hyperspectral Unmixing Using a Neural Network Autoencoder (Pals…☆39Updated 2 years ago
- Hyperspectral Image Super-Resolution Using Spectrum and Feature Context☆19Updated last year
- This set of files contains the Matlab code for the SLIC segmentation on the hyperspectral images.☆24Updated 5 years ago
- ☆27Updated 2 years ago
- ☆41Updated 5 years ago
- Nonlocal Patch Similarity based Graph (NPSG) for heterogeneous remote sensing change detection☆25Updated last year
- ☆10Updated this week
- Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang. Endmember-Guided Unmixing Network (EGU-Net):…☆55Updated 2 years ago
- Hyperspectral image unmixing.☆35Updated 6 years ago
- A Fast Neighborhood Grouping Method for Hyperspectral Band Selection☆20Updated 5 months ago
- SULoRA: Danfeng Hong, Xiaoxiang Zhu. Subspace Unmixing with Low-Rank Attribute Embedding for Hyperspectral Data Analysis, IEEE JSTSP, 201…☆10Updated 4 years ago