Super-Resolution Imaging

Super-Resolution Imaging serves as an essential reference for both academicians and practicing engineers. It can be used both as a text for advanced courses in imaging and as a desk reference for those working in multimedia, electrical engineering, computer science, and mathematics.
The first book to cover the new research area of super-resolution imaging, this text includes work on the following groundbreaking topics:

• Image zooming based on wavelets and generalized interpolation;
• Super-resolution from sub-pixel shifts;
• Use of blur as a cue;
• Use of warping in super-resolution;
• Resolution enhancement using multiple apertures;
• Super-resolution from motion data;
• Super-resolution from compressed video;
• Limits in super-resolution imaging. Written by the leading experts in the field, Super-Resolution Imaging presents a comprehensive analysis of current technology, along with new research findings and directions for future work.

Klappentext

Super-Resolution Imaging serves as an essential reference for both academicians and practicing engineers. It can be used both as a text for advanced courses in imaging and as a desk reference for those working in multimedia, electrical engineering, computer science, and mathematics. The first book to cover the new research area of super-resolution imaging, this text includes work on the following groundbreaking topics: Image zooming based on wavelets and generalized interpolation; Super-resolution from sub-pixel shifts; Use of blur as a cue; Use of warping in super-resolution; Resolution enhancement using multiple apertures; Super-resolution from motion data; Super-resolution from compressed video; Limits in super-resolution imaging. Written by the leading experts in the field, Super-Resolution Imaging presents a comprehensive analysis of current technology, along with new research findings and directions for future work.

Inhalt
Image Zooming: Use of Wavelets.- Generalized Interpolation for Super-Resolution.- Reconstruction of a High Resolution Image from Multiple Low Resolution Images.- Super-Resolution Imaging Using Blur as a Cue.- Super-Resolution via Image Warping.- Resolution Enhancement Using Multiple Apertures.- Super-Resolution from Multiple Images Having Arbitrary Mutual Motion.- Super-Resolution from Compressed Video.- Super-Resolution: Limits and Beyond.