Ebook: Super-Resolution Imaging
- Tags: Image Processing and Computer Vision, Multimedia Information Systems, Computer Graphics, Computer Imaging Vision Pattern Recognition and Graphics, Electronic and Computer Engineering
- Series: The International Series in Engineering and Computer Science 632
- Year: 2002
- Publisher: Springer US
- Edition: 1
- Language: English
- pdf
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.
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.
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.
Content:
Front Matter....Pages i-xiii
Introduction....Pages 1-20
Image Zooming: Use of Wavelets....Pages 21-44
Generalized Interpolation for Super-Resolution....Pages 45-72
Reconstruction of a High Resolution Image from Multiple Low Resolution Images....Pages 73-105
Super-Resolution Imaging Using Blur as a Cue....Pages 107-129
Super-Resolution via Image Warping....Pages 131-169
Resolution Enhancement Using Multiple Apertures....Pages 171-193
Super-Resolution from Multiple Images Having Arbitrary Mutual Motion....Pages 195-209
Super-Resolution from Compressed Video....Pages 211-242
Super-Resolution: Limits and Beyond....Pages 243-276
Back Matter....Pages 277-279
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.
Content:
Front Matter....Pages i-xiii
Introduction....Pages 1-20
Image Zooming: Use of Wavelets....Pages 21-44
Generalized Interpolation for Super-Resolution....Pages 45-72
Reconstruction of a High Resolution Image from Multiple Low Resolution Images....Pages 73-105
Super-Resolution Imaging Using Blur as a Cue....Pages 107-129
Super-Resolution via Image Warping....Pages 131-169
Resolution Enhancement Using Multiple Apertures....Pages 171-193
Super-Resolution from Multiple Images Having Arbitrary Mutual Motion....Pages 195-209
Super-Resolution from Compressed Video....Pages 211-242
Super-Resolution: Limits and Beyond....Pages 243-276
Back Matter....Pages 277-279
....
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