Artificial Intelligence Techniques for Satellite Image Analysis
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Beschreibung
The main objective of this book is to provide a common platform for diverse concepts in satellite image processing. In particular it presents the state-of-the-art in Artificial Intelligence (AI) methodologies and shares findings that can be translated into real-time applications to benefit humankind. Interdisciplinary in its scope, the book will be of interest to both newcomers and experienced scientists working in the fields of satellite image processing, geo-engineering, remote sensing and Artificial Intelligence. It can be also used as a supplementary textbook for graduate students in various engineering branches related to image processing.
The main objective of this book is to provide a common platform for diverse concepts in satellite image processing. In particular it presents the state-of-the-art in Artificial Intelligence (AI) methodologies and shares findings that can be translated into real-time applications to benefit humankind. Interdisciplinary in its scope, the book will be of interest to both newcomers and experienced scientists working in the fields of satellite image processing, geo-engineering, remote sensing and Artificial Intelligence. It can be also used as a supplementary textbook for graduate students in various engineering branches related to image processing.
Presents step-by-step algorithms of the satellite image analysis methods allowing researchers to reproduce the work for further enhancements Covers diversified image analysis methods which will be useful for beginners Provides extensive experimental results that validate the methods used in the book chapters
Autor*in
D. Jude Hemanth
Themen in »Artificial Intelligence Techniques for Satellite Image Analysis«
Satellite image processing Artificial Intelligence for SAR images Remote sensing Hyperspectral digital imaging Pattern recognition identification in SAR images Detection in satellite imagies soft computing techiques for image analysis deep learning for satellite imagery remote sensing/photogrammetry