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a-disjoint-samples-based-3d-cnn-with-active-transfer-learning-for-hyperspectral-image-classification

IEEE TGRS

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

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".

conventional-to-transformer-for-hyperspectral-image-classification-survey-2024

disjoint-sampling-for-hyperspectral-image-classification

Disjoint-Sampling-for-Hyperspectral-Image-Classification

extreme-xception-net-for-hsic

IEEE J-STARS

gelm-ae-al

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".

hsi-traditional-to-deep-models

Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.

hyperspectral-classification

Hyperspectral-Classification Pytorch

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".

pyformer

PyFormer

sccovnet

SccovNet for remote sensing scene image classification which accepted by TNNLS