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Graph Neural Network for Feature Extraction and Classification of Hyperspectral Remote Sensing Images (Intelligent Perception and Information Processing) - Softcover

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

 
9789819780112: Graph Neural Network for Feature Extraction and Classification of Hyperspectral Remote Sensing Images (Intelligent Perception and Information Processing)
Softcover
ISBN 10: 981978011X ISBN 13: 9789819780112
Verlag: Springer, 2025

Inhaltsangabe

This book deals with hyperspectral image classification using graph neural network methods, focusing on classification model designing, graph information dissemination, and graph construction. In the book, various graph neural network based classifiers have been proposed for hyperspectral image classification to improve the classification accuracy. This book has promoted the application of graph neural network in hyperspectral image classification, providing reference for remote sensing image processing. It will be a useful reference for researchers in remote sensing image processing and image neural network design.

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Verlag
Springer
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
981978011X
ISBN 13 
9789819780112
Einband
Tapa blanda
Anzahl der Seiten
196
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
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Hamburg
Deutschland