By Fathi E. Abd El-Samie
This booklet is dedicated to the difficulty of picture super-resolution—obtaining high-resolution photos from unmarried or a number of low-resolution pictures. even if there are lots of algorithms to be had for photo interpolation and super-resolution, there’s been a necessity for a e-book that establishes a typical thread among the 2 approaches. Filling this desire, Image Super-Resolution and Applications provides picture interpolation as a development block within the super-resolution reconstruction process.
Instead of imminent photograph interpolation as both a polynomial-based challenge or an inverse challenge, this publication breaks the mildew and compares and contrasts the 2 ways. It offers instructions for picture super-resolution: super-resolution with a priori info and blind super-resolution reconstruction of pictures. It additionally devotes chapters to the 2 complementary steps used to acquire high-resolution photographs: picture registration and photograph fusion.
- Details concepts for colour photo interpolation and interpolation for trend recognition
- Analyzes picture interpolation as an inverse problem
- Presents snapshot registration methodologies
- Considers picture fusion and its software in photo great resolution
- Includes simulation experiments besides the mandatory MATLAB® code
Supplying entire assurance of image-super answer and its functions, the ebook illustrates functions for picture interpolation and super-resolution in scientific and satellite tv for pc picture processing. It makes use of MATLAB® courses to offer numerous ideas, together with polynomial photo interpolation and adaptive polynomial photo interpolation. MATLAB codes for many of the simulation experiments provided within the publication are incorporated within the appendix.