| Description |
1 online resource (xiii, 488 pages) : illustrations |
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data file rda |
| Bibliography |
Includes bibliographical references and index. |
| Summary |
"Preface We know what you are asking yourself. There are a lot of books available in image processing so what is novel in this book?' We can summarize the answer with the following points 1. This book is devoted to the issue of obtaining high-resolution images from single or multiple low-resolution images. 2. You always see different algorithms for image interpolation and super-resolution without a common thread between the two processes. This book presents interpolation as a building block in the super-resolution reconstruction process. 3. You see research papers on image interpolation either as a polynomial-based problem or an inverse problem without a comparison of the two trends. This book presents this comparison. 4. Two chapters are devoted to two complementary steps that are used to obtain high-resolution images. These steps are image registration and image fusion. 5. This book presents two directions for image super-resolution; super-resolution with a priori information and blind super-resolution. 6. This book presents applications for image interpolation and super-resolution in medical and satellite image processing. 7. MATLABʼ codes for most of the simulation experiments discussed in this book are included in Appendix D at the end of the book. Finally, we hope that this book will be helpful for the image processing community. MATLABʼ is a registered trademark of The MathWorks, Inc. For product information, please contact: The MathWorks, Inc. 3 Apple Hill Drive Natick, MA 01760-2098 USA Tel: 508-647-7000 Fax: 508-647-7001 E-mail: info@mathworks.com Web: www.mathworks.com"-- Provided by publisher. |
| Contents |
1. Introduction -- 2. Polynomial image interpolation -- 3. Adaptive polynomial image interpolation -- 4. Neural modeling of polynomial image interpolation -- 5. Color image interpolation -- 6. Image interpolation for pattern recognition -- 7. Image interpolation as inverse problem -- 8. Image registration -- 9. Image fusion -- 10. Super-resolution with a priori information -- 11. Blind super-resolution reconstruction of images. |
| Subject |
High resolution imaging.
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Image reconstruction.
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Interpolation.
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Imagerie à haute résolution. |
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Reconstruction d'image. |
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Interpolation. |
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High resolution imaging |
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Image reconstruction |
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Interpolation |
| Added Author |
Hadhoud, Mohiy M.
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El-Khamy, Said E.
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| Other Form: |
Print version: El-Samie, Fathi E. Abd. Image super-resolution and applications 9781466557963 (DLC) 2012032572 (OCoLC)780484167 |
| ISBN |
9781466597754 |
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1466597755 |
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9781466557970 (electronic bk.) |
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1466557974 (electronic bk.) |
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9781466597723 |
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1466597720 |
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9780429088216 (e-book : PDF) |
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0429088213 |
| Standard No. |
10.1201/b13730 doi |
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