1. Non-Extra Pixel Interpolation.
- Author
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Rukundo, Olivier
- Subjects
- *
DISCRETE Fourier transforms , *PIXELS , *INTERPOLATION , *GREEN'S functions , *SIGNAL-to-noise ratio - Abstract
A non-extra pixel interpolation NPI is introduced for efficient image upscaling purposes. The NPI algorithm uses extended-triangular and linear scaling functions to match the pixel coordinates. The triangular function uses a modulo-operator with only two variables representing image pixels and scaling ratio. Every two variables of the linear scaling function represent the source/destination image pixels and scaling ratio. The traditional ceil function is used to round off non-integer pixel coordinates. The circshift and padarray functions are used to circularly shift the elements in array output by k -amount in each dimension and pad elements of the d th columns/rows by g-padsize in the shifted array, respectively. The k , d and g values are determined with respect to integer scaling ratios by a vector of n -elements. The Exactness, Peak Signal-to-Noise Ratio, Signal-to-Noise Ratio and Discrete Fourier Transform techniques were used for objective evaluation purposes. Experiments demonstrated comparable results as well as the need for further researches. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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