HybridSN

This is a personal pytorch-based implement of HybridSN by Jupyter notebook.

The HybridSN is spectral-spatial 3D-CNN followed by spatial 2D-CNN.The 3D-CNN facilitates the joint spatial-spectral feature representation from a stack of spectral bands. The 2D-CNN on top of the 3D-CNN further learns more abstract level spatial representation.

The paper link: "HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification"

Official keras code: gokriznastic/HybridSN