amilyxy / Hyperspctral_classification
Hyperspectral remote sensing image classification based on deep learning
☆21Updated 6 years ago
Alternatives and similar repositories for Hyperspctral_classification:
Users that are interested in Hyperspctral_classification are comparing it to the libraries listed below
- HyperSpectral Image Classification With DeepLearning☆31Updated 7 years ago
- paper:Multi-Scale Dense Networks for Hyperspectral Remote Sensing Image Classification☆32Updated 5 years ago
- Deep Leaning (DL) for remote sensing image (RSI) classification.☆34Updated 11 months ago
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆45Updated last year
- Deep learning framework for hyperspectral image classification☆54Updated 7 years ago
- ☆10Updated 6 years ago
- Classification of Hyperspectral Remote Sensing Images Based on Convolutional Neural Network☆21Updated 5 years ago
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆58Updated 5 years ago
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆43Updated 4 years ago
- [IEEE TGRS 2018] Spectral-Spatial Unified Networks for Hyperspectral Image Classification☆69Updated 5 years ago
- Models used for our paper submission☆28Updated 6 years ago
- Res-3D-CNN for hyperspectral image classification.☆46Updated 7 years ago
- Generative Adversarial Networks for synthetic hyperspectral data generation.☆46Updated 6 years ago
- This is a code set for spectral-spatial hyperpsectral classifcation, including the EMAP, Gabor, LORSAL, LibSVM, MRF, and LBP methods.☆62Updated 9 months ago
- Supervised classification of hyperspectral image(HSI)☆10Updated 6 years ago
- Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang. Endmember-Guided Unmixing Network (EGU-Net):…☆61Updated 2 months ago
- 2D Convolutional Neural Network for land use and land cover classification of radar and hyperspectral images☆22Updated 6 years ago
- Classification of Hyperspectral Satellite Image Using Deep Convolutional Neural Networks☆28Updated 8 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆57Updated 4 years ago
- A Comparison of Supervised and Unsupervised Dimension Reduction Methods for Hyperspectral Image Classification.☆17Updated 5 years ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆30Updated 2 years ago
- An open package for supervised hyperspectral image classification task.☆9Updated 5 years ago
- experiemntal code for "A semi-supervised generative framework with deep learning features for high-resolution remote sensing image scene …☆33Updated 5 years ago
- A deep learning-based method for hyperspectral image classification, which published in IEEE Trans. Geosci. Remote Sens., 2018.☆30Updated 3 years ago
- ☆27Updated 3 years ago
- CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders, IEEE TGRS, 2022☆19Updated 2 years ago
- A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(Remote Sensing 2018)☆86Updated 5 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆50Updated 4 years ago
- polwork / Learning-and-Transferring-Deep-Joint-Spectral-Spatial-Features-for-Hyperspectral-Classificationcode for paper "Learning and Transferring Deep Joint Spectral-Spatial Features for Hyperspectral Classification"☆14Updated 5 years ago
- [ISPRS JP&RS 2018] Hyperspectral Image Classification via a Random Patches Network☆55Updated 6 years ago