YushiChen / Auto-CNN-HSI-Classification
Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"
☆58Updated 5 years ago
Alternatives and similar repositories for Auto-CNN-HSI-Classification:
Users that are interested in Auto-CNN-HSI-Classification are comparing it to the libraries listed below
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆44Updated 4 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆58Updated 5 years ago
- HyperSpectral Image Classification With DeepLearning☆31Updated 7 years ago
- Models used for our paper submission☆27Updated 6 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆51Updated 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
- ☆10Updated 6 years ago
- Classification for hyperspectral imagery☆131Updated 2 years ago
- A Comparison of Supervised and Unsupervised Dimension Reduction Methods for Hyperspectral Image Classification.☆17Updated 5 years ago
- Code for the paper "Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification"☆39Updated 5 years ago
- Hyperspectal Image classification using state of the art generative adverserial network☆28Updated 4 years ago
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆45Updated last year
- Res-3D-CNN for hyperspectral image classification.☆45Updated 7 years ago
- A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(Remote Sensing 2018)☆85Updated 5 years ago
- A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspe…☆38Updated 3 years ago
- [IEEE TGRS 2018] Spectral-Spatial Unified Networks for Hyperspectral Image Classification☆70Updated 5 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 6 years ago
- Hyperspectral Remote Sensing Scenes☆58Updated 3 years ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated last year
- A simple classifier using CNN with keras to classify Indian pines Hyperspectral Image☆73Updated 6 years ago
- [ISPRS JP&RS 2018] Hyperspectral Image Classification via a Random Patches Network☆57Updated 6 years ago
- S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Tr…☆54Updated 3 years ago
- Demo for the proposed SSAL-SDP method, i.e., superpixel-based semisupervised active learning (SSAL) method with the density peak (DP) aug…☆17Updated 6 years ago
- A superpixel-based relational auto-encoder for feature extraction of hyperspectral images☆13Updated 5 years ago
- Deep Collaborative Attention Network for Hyperspectral Image Classification by Combining 2-D CNN and 3-D CNN, JSTARS, 2020☆10Updated 4 years ago
- Classification of Hyperspectral Images Using a Novel ResNet-based GAN network☆21Updated 4 years ago
- HSI Band Selection☆18Updated 5 years ago
- ☆64Updated 3 years ago
- Hyperspectral CNN compression and band selection☆33Updated 5 years ago
- This is a code set for spectral-spatial hyperpsectral classifcation, including the EMAP, Gabor, LORSAL, LibSVM, MRF, and LBP methods.☆63Updated 11 months ago