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Synopsis
This book introduces hyperspectral remote sensing as a transformative imaging technology, capturing intricate details across multiple spectral bands. Originating from a doctoral thesis, the book bridges academic exploration and practical applications in hyperspectral image classification. It pioneers novel methodologies using deep learning and machine learning, featuring the Deep Adversarial Learning Framework for enhanced accuracy. The text explores groundbreaking approaches employing principal component analysis, empirical mode decomposition, and Support Vector Machines. A semi-supervised classification method inspired by Cycle-GANs is also presented. The book aims to offer a comprehensive understanding of hyperspectral imaging, its methodologies, and practical implications, serving as a valuable resource for students, researchers, and practitioners in the field.
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Mastering Hyperspectral Imaging using ML and Spatial-Spectral Features
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LAP Lambert Academic Publishing, 2024
ISBN 10: 6207459091
ISBN 13: 9786207459094
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Mastering Hyperspectral Imaging using ML and Spatial-Spectral Features
Published by
LAP Lambert Academic Publishing, 2024
ISBN 10: 6207459091
ISBN 13: 9786207459094
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Mastering Hyperspectral Imaging using ML and Spatial-Spectral Features
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LAP LAMBERT Academic Publishing, 2024
ISBN 10: 6207459091
ISBN 13: 9786207459094
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Mastering Hyperspectral Imaging using ML and Spatial-Spectral Features
Published by
LAP Lambert Academic Publishing, 2024
ISBN 10: 6207459091
ISBN 13: 9786207459094
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Mastering Hyperspectral Imaging using ML and Spatial-Spectral Features
Published by
LAP LAMBERT Academic Publishing, 2024
ISBN 10: 6207459091
ISBN 13: 9786207459094
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Mastering Hyperspectral Imaging using ML and Spatial-Spectral Features
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LAP Lambert Academic Publishing, 2024
ISBN 10: 6207459091
ISBN 13: 9786207459094
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Mastering Hyperspectral Imaging using ML and Spatial-Spectral Features
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LAP Lambert Academic Publishing, 2024
ISBN 10: 6207459091
ISBN 13: 9786207459094
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Mastering Hyperspectral Imaging using ML and Spatial-Spectral Features
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LAP Lambert Academic Publishing, 2024
ISBN 10: 6207459091
ISBN 13: 9786207459094
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Mastering Hyperspectral Imaging using ML and Spatial-Spectral Features
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Mastering Hyperspectral Imaging using ML and Spatial-Spectral Features
Published by
LAP Lambert Academic Publishing, 2024
ISBN 10: 6207459091
ISBN 13: 9786207459094
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book introduces hyperspectral remote sensing as a transformative imaging technology, capturing intricate details across multiple spectral bands. Originating from a doctoral thesis, the book bridges academic exploration and practical applications in hyp. Seller Inventory # 1385924817
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