TY - GEN
T1 - On Image Registration using the Radon Transform
T2 - 4th International Conference on Digital Medicine and Image Processing, DMIP 2021
AU - Hjouj, Fawaz I.
AU - Jouini, Mohamed Soufiane
N1 - Publisher Copyright:
© 2021 ACM.
PY - 2021/11/12
Y1 - 2021/11/12
N2 - 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.
AB - 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.
KW - Geometrical Transformation
KW - Image Registration
KW - Radon Transform
KW - Tomography
UR - https://www.scopus.com/pages/publications/85125720147
U2 - 10.1145/3506651.3506654
DO - 10.1145/3506651.3506654
M3 - Conference contribution
AN - SCOPUS:85125720147
T3 - ACM International Conference Proceeding Series
SP - 17
EP - 23
BT - Proceedings of 2021 4th International Conference on Digital Medicine and Image Processing, DMIP 2021
Y2 - 12 November 2021 through 15 November 2021
ER -