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 3
Adaptive Polynomial Image Interpolation
3.1 Introduction
Although polynomial techniques for image interpolation are the most popular methods due to their simplicity, they do not take into consideration the local activity levels of the image to be interpolated. It could be feasible if the interpolation formula of each technique is adapted from pixel to pixel to accommodate for the varying local activity levels. This adaptation reduces the blurring effect resulting from the interpolation, giving better visual quality.
The demand for high-quality interpolation results has motivated research in the field of adaptive image interpolation. Recently, a linear space-varying approach was proposed for image interpolation. This approach is ...
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