On Image Registration using the Radon Transform: Review-and-Improvement

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14 Scopus citations

Abstract

In this paper, we review the problem of identifying a Linear Transformation applied on an image. Three major parts are presented, all involved the use of Radon Transform: First, recovering a sequence of basic transformations on an image; namely, reflection, rotation, dilation, and translation. Second, recovering a transformation on reference Image and an inspected image, where is obtained from by a general Linear Transformation. In doing so, we review our Analysis using the Singular Value Decomposition of the Transformation's Matrix. Third, we present an alternative efficient method of obtaining a matrix of transformation by testing a well-defined class of potential matrices using only the two projections of the inspected image.

Original languageBritish English
Title of host publicationProceedings of 2021 4th International Conference on Digital Medicine and Image Processing, DMIP 2021
Pages17-23
Number of pages7
ISBN (Electronic)9781450386487
DOIs
StatePublished - 12 Nov 2021
Event4th International Conference on Digital Medicine and Image Processing, DMIP 2021 - Virtual, Online, Japan
Duration: 12 Nov 202115 Nov 2021

Publication series

NameACM International Conference Proceeding Series

Conference

Conference4th International Conference on Digital Medicine and Image Processing, DMIP 2021
Country/TerritoryJapan
CityVirtual, Online
Period12/11/2115/11/21

Keywords

  • Geometrical Transformation
  • Image Registration
  • Radon Transform
  • Tomography

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