Download Image Super-Resolution and Applications by Fathi E. Abd El-Samie,Mohiy M. Hadhoud,Said E. El-Khamy PDF
By Fathi E. Abd El-Samie,Mohiy M. Hadhoud,Said E. El-Khamy
This publication is dedicated to the problem of snapshot super-resolution—obtaining high-resolution photographs from unmarried or a number of low-resolution photos. even supposing there are lots of algorithms on hand for picture interpolation and super-resolution, there’s been a necessity for a publication that establishes a typical thread among the 2 strategies. Filling this desire, Image Super-Resolution and Applications offers photo interpolation as a construction block within the super-resolution reconstruction process.
Instead of drawing close snapshot interpolation as both a polynomial-based challenge or an inverse challenge, this booklet breaks the mould and compares and contrasts the 2 ways. It provides instructions for snapshot 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 procure high-resolution photographs: photograph registration and photograph fusion.
- Details options for colour snapshot interpolation and interpolation for development recognition
- Analyzes picture interpolation as an inverse problem
- Presents photograph registration methodologies
- Considers photograph fusion and its program in photograph large resolution
- Includes simulation experiments besides the necessary MATLAB® code
Supplying whole insurance of image-super answer and its purposes, the ebook illustrates purposes for snapshot interpolation and super-resolution in clinical and satellite tv for pc photo processing. It makes use of MATLAB® courses to provide a variety of innovations, together with polynomial photo interpolation and adaptive polynomial photograph interpolation. MATLAB codes for many of the simulation experiments provided within the booklet are integrated within the appendix.
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