Data & IT
Super-Resolution for Remote Sensing
Michal Kawulok • Jolanta Kawulok • Bogdan Smolka • M Emre Celebi
Inbunden
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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.
- Format: Inbunden
- ISBN: 9783031681059
- Språk: Engelska
- Antal sidor: 384
- Utgivningsdatum: 2024-10-15
- Förlag: Springer International Publishing AG