Remote Sensing Intelligent Interpretation for Geology: From Perspective of Geological Exploration - Image 1

£92.42

Springer Remote Sensing Intelligent Interpretation for Geology: From Perspective of Geological Exploration

Name: Remote Sensing Intelligent Interpretation for Geology: From Perspective of Geological Exploration
Brand: Springer
Price: 95.0 GBP
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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.

Product Specifications

Brand: Springer
Format: hardcover
ASIN: 9819989965
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 05 January 2024
Listed Since: 09 November 2023

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Springer Remote Sensing Intelligent Interpretation for Geology: From Perspective of Geological Exploration

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