Discover mahmad00/GELM-AE-AL Open Source project

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MATLAB
Created over 4 years ago
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mahmad00

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The following demo comes for two papers "Spatial-prior generalized fuzziness extreme learning machine autoencoder-based active learning for hyperspectral image classification" and "Multi-layer Extreme Learning Machine-based Autoencoder for Hyperspectral Image Classification".

A-Fast-and-Compact-3-D-CNN-for-HSIC

The code is associated with the following paper "A Fast and Compact 3-D CNN for Hyperspectral Image Classification". IEEE Geoscience and Remote Sensing Letters

Jupyter Notebook

Conventional-to-Transformer-for-Hyperspectral-Image-Classification-Survey-2024

Jupyter Notebook

Artifacts-of-DR-on-Hybrid-CNN-for-HSIC

The code is associated with the following paper "Artifacts of different dimension reduction methods on hybrid CNN feature hierarchy for Hyperspectral Image Classification".

Jupyter Notebook

Multiclass-AL-HSIC-using-ELM-SVM-KNN-LORSAL

The demo partially associated with the following papers: "Spatial Prior Fuzziness Pool-Based Interactive Classification of Hyperspectral Images" and "Multiclass Non-Randomized Spectral–Spatial Active Learning for Hyperspectral Image Classification".

MATLAB

A-Disjoint-Samples-based-3D-CNN-with-Active-Transfer-Learning-for-Hyperspectral-Image-Classification