Image Reconstruction by the Method of Convex Projections

Tomohiro Aoyagi, Kouichi Ohtsubo, Nobuo Aoyagi

2020

Abstract

In medical imaging modality, such as X-ray computerized tomography (CT) and positron emission tomography (PET), image reconstruction from projection is to produce an image of a two dimensional object from its line integrals along a finite number of lines. Given some subsets of a priori knowledge about the problem in Hilbert space, a formalized problem is to find the object from observed vector. If the subsets are closed and convex sets, given the convex projections onto the sets, the problem can be solved by using the method of projections onto convex sets (POCS). In this paper, we apply the method of projection onto convex sets to image reconstruction problems and evaluate the image quality in computer simulations. Also, we evaluate the influence of the noise in reconstructed image.

Paper Citation

in Harvard Style

Aoyagi T., Ohtsubo K. and Aoyagi N. (2020). Image Reconstruction by the Method of Convex Projections. In Proceedings of the 8th International Conference on Photonics, Optics and Laser Technology - Volume 1: PHOTOPTICS, ISBN 978-989-758-401-5, pages 26-32. DOI: 10.5220/0008912000260032

in Bibtex Style

@conference{photoptics20,
author={Tomohiro Aoyagi and Kouichi Ohtsubo and Nobuo Aoyagi},
title={Image Reconstruction by the Method of Convex Projections},
booktitle={Proceedings of the 8th International Conference on Photonics, Optics and Laser Technology - Volume 1: PHOTOPTICS,},
year={2020},
pages={26-32},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008912000260032},
isbn={978-989-758-401-5},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 8th International Conference on Photonics, Optics and Laser Technology - Volume 1: PHOTOPTICS,
TI - Image Reconstruction by the Method of Convex Projections
SN - 978-989-758-401-5
AU - Aoyagi T.
AU - Ohtsubo K.
AU - Aoyagi N.
PY - 2020
SP - 26
EP - 32
DO - 10.5220/0008912000260032