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Avtometriya

2022 year, number 5

CORRECTION OF THE INTERPOLATION EFFECT IN MODELING THE PROCESS OF ESTIMATING IMAGE SPATIAL DEFORMATIONS

A. G. Tashlinskii, R.O. Kovalenko
Ulyanovsk State Technical University, Ulyanovsk, Russia
Keywords: simulation, interpolation, target function, similarity measures, spatial deformations of images

Abstract

A technique for eliminating the influence of the image interpolation effect in the algorithm of estimating image spatial deformations is proposed. The technique is considered for similarity measures of images used in the synthesis of algorithms, in particular, the mean square of the inter-frame difference, the inter-frame correlation coefficient, and the Shannon mutual information. Calculated expressions for compensating the influence of bilinear and bicubic interpolation are obtained. The developed technique is also applicable to other similarity measures used in the development of algorithms for estimating spatial deformations of images, as well as any interpolations: spline, using Lagrange and Newton polynomials, power functions, etc.