Image Super-Resolution and Applications Contributor(s): El-Samie, Fathi E. Abd (Author), Hadhoud, Mohiy M. (Author), El-Khamy, Said E. (Author) |
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ISBN: 0367380498 ISBN-13: 9780367380496 Publisher: CRC Press OUR PRICE: $75.95 Product Type: Paperback - Other Formats Published: September 2019 |
Additional Information |
BISAC Categories: - Computers | Computer Graphics - Technology & Engineering | Imaging Systems - Computers | Information Technology |
Dewey: 621.367 |
Physical Information: 1.1" H x 6.1" W x 9.2" (1.65 lbs) 504 pages |
Descriptions, Reviews, Etc. |
Publisher Description: This book is devoted to the issue of image super-resolution--obtaining high-resolution images from single or multiple low-resolution images. Although there are numerous algorithms available for image interpolation and super-resolution, there's been a need for a book that establishes a common thread between the two processes. Filling this need, Image Super-Resolution and Applications presents image interpolation as a building block in the super-resolution reconstruction process. Instead of approaching image interpolation as either a polynomial-based problem or an inverse problem, this book breaks the mold and compares and contrasts the two approaches. It presents two directions for image super-resolution: super-resolution with a priori information and blind super-resolution reconstruction of images. It also devotes chapters to the two complementary steps used to obtain high-resolution images: image registration and image fusion.
Supplying complete coverage of image-super resolution and its applications, the book illustrates applications for image interpolation and super-resolution in medical and satellite image processing. It uses MATLAB(R) programs to present various techniques, including polynomial image interpolation and adaptive polynomial image interpolation. MATLAB codes for most of the simulation experiments supplied in the book are included in the appendix. |