Kunchenko's Polynomials for Template Matching

TL;DR

This paper reviews Kunchenko's polynomial method for 1D template matching, comparing its performance with classical methods like cross-correlation and sum of squared differences through numerical experiments.

Contribution

It introduces and evaluates Kunchenko's polynomial approach for template matching, highlighting its effectiveness relative to traditional techniques.

Findings

Kunchenko's polynomial method performs comparably to classical methods.

The method shows potential advantages in specific signal recognition scenarios.

Numerical experiments validate the effectiveness of the approach.

Abstract

This paper reviews Kunchenko's polynomials using as template matching method to recognize template in one-dimensional input signal. Kunchenko's polynomials method is compared with classical methods - cross-correlation and sum of squared differences according to numerical statistical example.