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 6
Image Interpolation for Pattern Recognition
6.1 Introduction
A new application for image interpolation is in pattern recognition. The basis of pattern recognition is storing a large number of images in databases to compare them to any new one to decide whether it is already contained in the database. The main problem with databases is the huge storage size. This problem can be solved by making a database containing down-sampled versions of the original images in smaller sizes than the sizes of the original images. The original images could be retrieved when needed through image interpolation. The idea of saving down-sampled images rather than the original ones can be used with different types of databases such as fingerprint and ...
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