junjun-jiang / SuperPCA
Dimensionality reduction and classification of hyperspectral image based on SuperPCA (IEEE TGRS, 2018)
☆59Updated 3 years ago
Alternatives and similar repositories for SuperPCA:
Users that are interested in SuperPCA are comparing it to the libraries listed below
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆51Updated 4 years ago
- Hyperspectral image classification☆21Updated 7 years ago
- This set of files contains the Matlab code for the SLIC segmentation on the hyperspectral images.☆24Updated 6 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
- Hyperspectral image classification by exploring deep tensor facorization, published in IGARSS 2018.☆16Updated 6 years ago
- Hyperspectral Image Classification in the Presence of Noisy Labels (IEEE TGRS, 2019)☆21Updated 3 years ago
- A deep learning-based method for hyperspectral image classification, which published in IEEE Trans. Geosci. Remote Sens., 2018.☆30Updated 3 years ago
- The code implementation of our paper "Deep Hashing Neural Networks for Hyperspectral Image Feature Extraction", GRSL, 2019☆15Updated 3 years ago
- Code for the Paper "Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification"☆66Updated 3 years ago
- Models used for our paper submission☆27Updated 6 years ago
- Hyperspectral image classification with varies image processing and machine learning methods.☆23Updated 7 years ago
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆45Updated last year
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆44Updated 4 years ago
- 3D Convolutional Adversial Autoencoder for Hyperspectral Classification☆21Updated 5 years ago
- Alternately Updated Convolutional Spectral-Spatial Network for Hyperspectral Image Classification(Remote Sensing 2019)☆42Updated 5 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆58Updated 5 years ago
- A Comparison of Supervised and Unsupervised Dimension Reduction Methods for Hyperspectral Image Classification.☆17Updated 5 years ago
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆58Updated 5 years ago
- Res-3D-CNN for hyperspectral image classification.☆45Updated 7 years ago
- Hyperspectral image classification with svm, knn and random forest☆9Updated 3 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
- Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution, ECCV, 2020. (PyTorch)☆91Updated 2 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
- ☆20Updated 4 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
- BS-Nets: An End-to-End Framework For Band Selection of Hyperspectral Image☆24Updated 8 months ago
- Developing Low-Cost Multispectral Imagers using Inter-Band Redundancy Analysis and Greedy Spectral Selection in Hyperspectral Imaging. Re…☆57Updated 11 months ago
- [IEEE TGRS 2018] Spectral-Spatial Unified Networks for Hyperspectral Image Classification☆70Updated 5 years ago
- A keras based implementation of S3EResBoF in IEEE TGRS paper "Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Feature…☆22Updated 4 years ago
- Hyperspectral Band Selection using Self-Representation Learning with Sparse 1D-Operational Autoencoder (SRL-SOA)☆22Updated 2 years ago