Improved Iterative Techniques to Compensate for Interpolation Distortions

TL;DR

This paper introduces a hybrid iterative method to effectively reduce interpolation distortions with lower computational costs, demonstrating robustness and extending to two-dimensional cases through simulations and analysis.

Contribution

A novel hybrid iterative approach for interpolation distortion compensation that improves performance and reduces complexity, including two-dimensional extension and noise robustness.

Findings

Significant reduction in interpolation distortions

Lower computational complexity compared to existing methods

Robustness against additive noise

Abstract

In this paper a novel hybrid approach for compensating the distortion of any interpolation has been proposed. In this hybrid method, a modular approach was incorporated in an iterative fashion. By using this approach we can get drastic improvement with less computational complexity. The extension of the proposed approach to two dimensions was also studied. Both the simulation results and mathematical analyses confirmed the superiority of the hybrid method. The proposed method was also shown to be robust against additive noise.