Super-Resolution for Remote Sensing
Super-Resolution for Remote Sensing
Buch
- Herausgeber: Michal Kawulok, M. Emre Celebi, Bogdan Smolka, Jolanta Kawulok
- Springer Nature Switzerland, 10/2024
- Einband: Gebunden, HC runder Rücken kaschiert
- Sprache: Englisch
- ISBN-13: 9783031681059
- Bestellnummer: 12023522
- Umfang: 400 Seiten
- Gewicht: 764 g
- Maße: 241 x 160 mm
- Stärke: 27 mm
- Erscheinungstermin: 15.10.2024
- Serie: Unsupervised and Semi-Supervised Learning
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
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.Super-Resolution for Remote Sensing
EUR 131,42*