Téléchargez le livre : Remote Sensing Intelligent Interpretation for Geology

Remote Sensing Intelligent Interpretation for Geology

From Perspective of Geological Exploration de

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Éditeur :

Springer


Paru le : 2024-01-03

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Description

This book presents the theories and methods for geology intelligent interpretation based on deep learning and remote sensing technologies. The main research subjects of this book include lithology and mineral abundance.  
This book focuses on the following five aspects: 1. Construction of geology remote sensing datasets from multi-level (pixel-level, scene-level, semantic segmentation-level, prior knowledge-assisted, transfer learning dataset), which are the basis of geology interpretation based on deep learning. 2. Research on lithology scene classification based on deep learning, prior knowledge, and remote sensing. 3. Research on lithology semantic segmentation based on deep learning and remote sensing. 4. Research on lithology classification based on transfer learning and remote sensing. 5. Research on inversion of mineral abundance based on the sparse unmixing theory and hyperspectral remote sensing.  
The book is intended for undergraduate and graduate students who are interested in geology, remote sensing, and artificial intelligence. It is also used as a reference book for scientific and technological personnel of geological exploration.
Pages
235 pages
Collection
n.c
Parution
2024-01-03
Marque
Springer
EAN papier
9789819989966
EAN PDF
9789819989973
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
23
Taille du fichier
9933 Ko
Prix
179,34 €
EAN EPUB
9789819989973
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
23
Taille du fichier
76493 Ko
Prix
179,34 €

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