A novel framework combining band selection algorithm and improved 3D prototypical network for tree species classification using airborne hyperspectral images

•A novel framework for obtaining optimal classification results using airborne HSI.•The FAST 3D-CNN P-Net method can improve the feature extraction process.•The CNN-based band selection algorithm performs better in dimensionality reduction.•The proposed framework exhibits optimal performance on seve...

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