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Published by Springer Nature Switzerland, Springer Nature Switzerland, 2024
ISBN 10: 3031681053 ISBN 13: 9783031681059
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book provides a comprehensive perspective over the landscape of super-resolution techniques developed for and applied to remotely-sensed images. The chapters tackle the most important problems that professionals face when dealing with super-resolution in the context of remote sensing. These are: evaluation procedures to assess the super-resolution quality; benchmark datasets (simulated and real-life); super-resolution for specific data modalities (e.g., panchromatic, multispectral, and hyperspectral images); single-image super-resolution, including generative adversarial networks; multi-image fusion (temporal and/or spectral); real-world super-resolution; and task-driven super-resolution. The book presents the results of several recent surveys on super-resolution specifically for the remote sensing community.
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Published by Springer, Berlin, Springer Nature Switzerland, Springer, 2024
ISBN 10: 3031681053 ISBN 13: 9783031681059
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides a comprehensive perspective over the landscape of super-resolution techniques developed for and applied to remotely-sensed images. The chapters tackle the most important problems that professionals face when dealing with super-resolution in the context of remote sensing. These are: evaluation procedures to assess the super-resolution quality; benchmark datasets (simulated and real-life); super-resolution for specific data modalities (e.g., panchromatic, multispectral, and hyperspectral images); single-image super-resolution, including generative adversarial networks; multi-image fusion (temporal and/or spectral); real-world super-resolution; and task-driven super-resolution. The book presents the results of several recent surveys on super-resolution specifically for the remote sensing community. 384 pp. Englisch.
Language: English
Published by Springer Verlag GmbH, 2024
ISBN 10: 3031681053 ISBN 13: 9783031681059
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Buch. Condition: Neu. Super-Resolution for Remote Sensing | Michal Kawulok (u. a.) | Buch | Unsupervised and Semi-Supervised Learning | xiv | Englisch | 2024 | Springer | EAN 9783031681059 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand.
Language: English
Published by Springer, Palgrave Macmillan Okt 2024, 2024
ISBN 10: 3031681053 ISBN 13: 9783031681059
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Buch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book provides a comprehensive perspective over the landscape of super-resolution techniques developed for and applied to remotely-sensed images. The chapters tackle the most important problems that professionals face when dealing with super-resolution in the context of remote sensing. These are: evaluation procedures to assess the super-resolution quality; benchmark datasets (simulated and real-life); super-resolution for specific data modalities (e.g., panchromatic, multispectral, and hyperspectral images); single-image super-resolution, including generative adversarial networks; multi-image fusion (temporal and/or spectral); real-world super-resolution; and task-driven super-resolution. The book presents the results of several recent surveys on super-resolution specifically for the remote sensing community.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 400 pp. Englisch.