Graph Neural Network for Feature Extraction and Classification of Hyperspectral Remote Sensing Images

Graph Neural Network for Feature Extraction and Classification of Hyperspectral Remote Sensing Images

Zhang, Zhili; Cheng, Shuli; Ding, Yao; Zhang, Yijun; He, Fang; Hu, Haojie

Springer Verlag, Singapore

12/2024

185

Dura

9789819780082

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Introduction.- Graph sample and aggregate-attention network for hyperspectral image classification.- Multi-feature fusion: Graph neural network and CNN combining for hyperspectral image classification.- Pixel and hyperpixel level feature combining for hyperspectral image classification.- Global dynamic graph optimization for hyperspectral image classification.- Exploring relationship between transformer and graph convolution for hyperspectral image classification.
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Hyperspectral Remote Sensing Image;Graph Neural Network;Spectral-spatial feature;Semi-supervised Methods;unsupervised methods;Hyperspectral Image Classification Method;Feature Presentation;Spectral-spatial extraction