December 2012
Intermediate to advanced
502 pages
9h 30m
English
book
Image Super-Resolution and Applications
by Fathi Abd El-Samie, Mohiy M. Hadhoud, Said E. El-Khamy
Overview
Image super-resolution is the process by which a single HR image is obtained from multiple degraded LR images. Image super-resolution can be carried out with or without a priori information. The problem of super-resolution reconstruction of images can be solved in successive steps: image registration, multi-channel image restoration, image fusion, and, finally, image interpolation. This book provides complete coverage of image super-resolution and its applications. With MATLAB programs, the text presents various techniques polynomial image interpolation, adaptive polynomial image interpolation, and color image interpolation. It also analyzes image interpolation for pattern recognition.
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