Kniha Super-Resolution for Remote Sensing Michal Kawulok

Super-Resolution for Remote Sensing

Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer, Berlin
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
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This book provides a comprehensive perspective over the landscape of super-resolution techniques dev...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2024
Stránek
374
EAN
9783031681059
Enbook ID
46549852
Vydavatel
Hmotnost
707
Rozměry
155 x 235

Kompletní popis

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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