jingge326 / DeHIC
Deep learning framework for hyperspectral image classification
☆53Updated 7 years ago
Related projects: ⓘ
- Hyperspectral remote sensing image classification based on deep learning☆19Updated 5 years ago
- HyperSpectral Image Classification With DeepLearning☆30Updated 6 years ago
- Deep Leaning (DL) for remote sensing image (RSI) classification.☆32Updated 6 months ago
- [IEEE TGRS 2018] Spectral-Spatial Unified Networks for Hyperspectral Image Classification☆70Updated 4 years ago
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆45Updated last year
- Models used for our paper submission☆27Updated 5 years ago
- Generative Adversarial Networks for synthetic hyperspectral data generation.☆46Updated 6 years ago
- This is a TensorFlow implementation of Convolutional Neural Network for Hyperspectral Image Classification☆49Updated 6 years ago
- Unsupervised Spatial-Spectral Feature Learning by 3-Dimensional Convolutional Autoencoder for Hyperspectral Classification☆83Updated 3 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆56Updated 4 years ago
- A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(Remote Sensing 2018)☆85Updated 5 years ago
- A simple classifier using CNN with keras to classify Indian pines Hyperspectral Image☆69Updated 6 years ago
- Res-3D-CNN for hyperspectral image classification.☆44Updated 6 years ago
- Classification of Hyperspectral Satellite Image Using Deep Convolutional Neural Networks☆29Updated 7 years ago
- paper:Multi-Scale Dense Networks for Hyperspectral Remote Sensing Image Classification☆30Updated 5 years ago
- ☆33Updated this week
- A TensorFlow implentation of fixed size kernel CNN☆25Updated 4 years ago
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆56Updated 5 years ago
- A Comparison of Supervised and Unsupervised Dimension Reduction Methods for Hyperspectral Image Classification.☆17Updated 5 years ago
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆43Updated 4 years ago
- A deep learning-based method for hyperspectral image classification, which published in IEEE Trans. Geosci. Remote Sens., 2018.☆30Updated 3 years ago
- Source code for ``Deep Learning-Based Classification of Hyperspectral Data'' published at JSTAR☆102Updated 3 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 keras based implementation of S3EResBoF in IEEE TGRS paper "Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Feature…☆21Updated 3 years ago
- Hyperspectral CNN compression and band selection☆32Updated 4 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆51Updated 3 years ago
- Hyperspectal Image classification using state of the art generative adverserial network☆30Updated 4 years ago
- Hyperspectral image classification by exploring deep tensor facorization, published in IGARSS 2018.☆16Updated 5 years ago
- paper:Three-dimensional densely connected convolutional network for hyperspectral remote sensing image classification☆44Updated 5 years ago
- This is the code of the paper Multiple Spectral Resolution 3D Convolutional Neural Network for Hyperspectral Image Classification. And th…☆25Updated 2 years ago