daniel-rychlewski / hsi-toolbox
Hyperspectral CNN compression and band selection
☆33Updated 5 years ago
Alternatives and similar repositories for hsi-toolbox:
Users that are interested in hsi-toolbox are comparing it to the libraries listed below
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆58Updated 5 years ago
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆44Updated 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
- 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 6 years ago
- ☆43Updated 6 years ago
- A Comparison of Supervised and Unsupervised Dimension Reduction Methods for Hyperspectral Image Classification.☆17Updated 5 years ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆30Updated 2 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆51Updated 4 years ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated last year
- Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020☆22Updated 2 years ago
- ☆10Updated 6 years ago
- A superpixel-based relational auto-encoder for feature extraction of hyperspectral images☆13Updated 5 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆58Updated 4 years ago
- Multimodal Hyperspectral Unmixing: Insights from Attention Networks, IEEE TGRS, 2022☆39Updated 3 weeks ago
- Shuaikai Shi, Min Zhao, Lijun Zhang, Yoann Altmann and Jie Chen, "Probabilistic Generative Model for Hyperspectral Unmixing Accounting fo…☆15Updated 2 years ago
- This script utilizes an open source SVM library for image classification and segmentation of hyperspectral image data☆11Updated 6 years ago
- Heterogeneous Few-shot Learning for Hyperspectral Image Classification☆16Updated last year
- BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image☆36Updated 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 Remote Sensing Scenes☆58Updated 3 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
- Hyperspectral Band Selection using Self-Representation Learning with Sparse 1D-Operational Autoencoder (SRL-SOA)☆22Updated 2 years ago
- An autoencoder that performs nonlinear pixel unmixing on hyperspectral images (based on the Fan, Bilinear, PPNM models, and also higher o…☆28Updated 3 years ago
- ☆64Updated 3 years ago
- Classification of Hyperspectral Images Using a Novel ResNet-based GAN network☆21Updated 4 years ago
- Hyperspectral Target Detection Based on Interpretable Representation Network, TGRS, 2023☆18Updated last year
- Ensemble-Based Cascaded Constrained Energy Minimization for Hyperspectral Target Detection☆41Updated 5 years ago
- Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.☆21Updated 2 years ago
- Developing Low-Cost Multispectral Imagers using Inter-Band Redundancy Analysis and Greedy Spectral Selection in Hyperspectral Imaging. Re…☆57Updated 11 months ago