zilongzhong / SSRN
This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".
☆216Updated 3 years ago
Alternatives and similar repositories for SSRN:
Users that are interested in SSRN are comparing it to the libraries listed below
- A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(Remote Sensing 2018)☆85Updated 5 years ago
- Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network☆193Updated 3 years ago
- Source code for ``Deep Learning-Based Classification of Hyperspectral Data'' published at JSTAR☆105Updated 4 years ago
- This is a TensorFlow implementation of Convolutional Neural Network for Hyperspectral Image Classification☆49Updated 6 years ago
- Deep Learning for Land-cover Classification in Hyperspectral Images.☆301Updated 6 years ago
- HyperSpectral Image Classification With DeepLearning☆31Updated 7 years ago
- Band-Adaptive Spectral-Spatial Feature Learning Deep Neural Network for Hyperspectral Image Classification☆70Updated 6 years ago
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆58Updated 5 years ago
- [IEEE TGRS 2018] Spectral-Spatial Unified Networks for Hyperspectral Image Classification☆71Updated 5 years ago
- Deep learning framework for hyperspectral image classification☆54Updated 7 years ago
- Classification for hyperspectral imagery☆133Updated 2 years ago
- Res-3D-CNN for hyperspectral image classification.☆45Updated 7 years ago
- Hyperspectral Image Classification☆212Updated 3 years ago
- [ISPRS JP&RS 2018] Hyperspectral Image Classification via a Random Patches Network☆57Updated 6 years ago
- A simple classifier using CNN with keras to classify Indian pines Hyperspectral Image☆75Updated 6 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆58Updated 5 years ago
- Generative Adversarial Networks for synthetic hyperspectral data generation.☆46Updated 6 years ago
- A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspect…☆333Updated last year
- MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification☆98Updated 4 years ago
- In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classi…☆83Updated 4 years ago
- Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"☆197Updated 5 years ago
- Models used for our paper submission☆28Updated 6 years ago
- A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification☆199Updated 2 years ago
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆45Updated 4 years ago
- 2018 IEEE GRSS Data Fusion Contest☆23Updated 7 years ago
- Unsupervised Spatial-Spectral Feature Learning by 3-Dimensional Convolutional Autoencoder for Hyperspectral Classification☆91Updated 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
- Classification of Hyperspectral Satellite Image Using Deep Convolutional Neural Networks☆28Updated 8 years ago
- Hyperspectral remote sensing image classification based on deep learning☆22Updated 6 years ago
- Convolutional Neural Network for Hyper Spectral Images PyTorch☆7Updated 6 years ago