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
Content preview from Image Super-Resolution and Applications
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Chapter 11
Blind Super-Resolution Reconstruction of Images
11.1 Introduction
In the previous chapter, we considered the problem of super-resolution reconstruction of images with a priori information. In the general solution of the super-reolution reconstruction problem, we deal with three degradation phenomena: general geometric registration warp, blurring, and additive noise. We assumed that these degradation phenomena were known a priori. There are applications in which the degradation phenomena are unknown and difficult to estimate within the super-resolution reconstruction process. Obtaining a high-resolution (HR) image from degraded low-resolution (LR) images with unknown degradation phenomena is known as blind super-resolution reconstruction ...
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