Fast 2D Subpixel Displacement Estimation

Author:

Wan Min12ORCID,Healy John J.2ORCID,Sheridan John T.2

Affiliation:

1. Department of Electrical Engineering, Eindhoven University of Technology, 5612 AE Eindhoven, The Netherlands

2. School of Electrical and Electronic Engineering, College of Engineering and Architecture, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland

Abstract

Fast and simple methods for motion estimation with subpixel accuracy are of interest in a variety of applications. In this paper, we extend a recently proposed method for quantifying 1D displacements with subpixel accuracy, referred to as the subtraction method (SM) to 2D motion. Simulation and experimental results are presented. The results indicate that any general motion in 2D involving combinations of in-plane motions in x and y can be determined using SM after a 1D calibration. The errors between the actual motion and estimated are examined.

Funder

RECENTRE program

National Nature Science Foundation of China

Publisher

MDPI AG

Reference22 articles.

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5. Efficient sub-pixel convolutional neural network for terahertz image super-resolution;Ruan;Opt. Lett.,2022

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