AminaBh / 3D_deepLearning_for_hyperspectral_imagesLinks
Models used for our paper submission
☆29Updated 6 years ago
Alternatives and similar repositories for 3D_deepLearning_for_hyperspectral_images
Users that are interested in 3D_deepLearning_for_hyperspectral_images are comparing it to the libraries listed below
Sorting:
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆44Updated 5 years ago
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆46Updated 2 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
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆54Updated 4 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆58Updated 5 years ago
- [IEEE TGRS 2018] Spectral-Spatial Unified Networks for Hyperspectral Image Classification☆73Updated 5 years ago
- ☆10Updated 7 years ago
- HyperSpectral Image Classification With DeepLearning☆32Updated 7 years ago
- Classification for hyperspectral imagery☆132Updated 2 years ago
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆59Updated 6 years ago
- [ISPRS JP&RS 2018] Hyperspectral Image Classification via a Random Patches Network☆57Updated 6 years ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆32Updated 2 years ago
- A Comparison of Supervised and Unsupervised Dimension Reduction Methods for Hyperspectral Image Classification.☆17Updated 6 years ago
- Alternately Updated Convolutional Spectral-Spatial Network for Hyperspectral Image Classification(Remote Sensing 2019)☆42Updated 6 years ago
- MCNN-CP：Hyperspectral Image Classification Using Mixed Convolutions and Covariance Pooling (TGARS 2021)； Oct-MCNN-HS：3D Octave and 2D Van…☆51Updated 3 years ago
- Code for the paper "Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification"☆39Updated 6 years ago
- A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(Remote Sensing 2018)☆84Updated 6 years ago
- paper：Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks☆33Updated 3 years ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated 2 years ago
- This set of files contains the Matlab code for the SLIC segmentation on the hyperspectral images.☆23Updated 6 years ago
- Res-3D-CNN for hyperspectral image classification.☆45Updated 7 years ago
- Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020☆22Updated 3 years ago
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆37Updated 4 years ago
- Code for the Paper "Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification"☆66Updated 3 years ago
- Hyperspectral CNN compression and band selection☆34Updated 5 years ago
- paper：Multi-Scale Dense Networks for Hyperspectral Remote Sensing Image Classification☆32Updated 6 years ago
- Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.☆20Updated 2 years ago
- Deep Collaborative Attention Network for Hyperspectral Image Classification by Combining 2-D CNN and 3-D CNN, JSTARS, 2020☆10Updated 5 years ago
- A simple classifier using CNN with keras to classify Indian pines Hyperspectral Image☆76Updated 7 years ago
- A deep learning-based method for hyperspectral image classification, which published in IEEE Trans. Geosci. Remote Sens., 2018.☆30Updated 4 years ago