Detail publikace
Image Reconstruction Based on Deterministic and Heuristic Approach
BACHOREC, T. DĚDKOVÁ, J.
Originální název
Image Reconstruction Based on Deterministic and Heuristic Approach
Anglický název
Image Reconstruction Based on Deterministic and Heuristic Approach
Jazyk
en
Originální abstrakt
The aim of this paper is to provide a survey of the recent development in new algorithms and techniques to solve the electrical impedance tomography (EIT) inverse problem. The EIT problem is nonlinear and ill-posed. The modified Newton-Raphson method with the Tikhonov regularization and the differential evolution algorithm are used to obtain high-quality reconstruction in EIT problems. Numerical results of the reconstruction based on both deterministic and heuristic methods are presented and compared. Finally, we provide recommendations of solutions of still open problems in this field.
Anglický abstrakt
The aim of this paper is to provide a survey of the recent development in new algorithms and techniques to solve the electrical impedance tomography (EIT) inverse problem. The EIT problem is nonlinear and ill-posed. The modified Newton-Raphson method with the Tikhonov regularization and the differential evolution algorithm are used to obtain high-quality reconstruction in EIT problems. Numerical results of the reconstruction based on both deterministic and heuristic methods are presented and compared. Finally, we provide recommendations of solutions of still open problems in this field.
Dokumenty
BibTex
@article{BUT43374,
author="Tibor {Bachorec} and Jarmila {Dědková}",
title="Image Reconstruction Based on Deterministic and Heuristic Approach",
annote="The aim of this paper is to provide a survey of the recent development in new algorithms and techniques to solve the electrical impedance tomography (EIT) inverse problem. The EIT problem is nonlinear and ill-posed. The modified Newton-Raphson method with the Tikhonov regularization and the differential evolution algorithm are used to obtain high-quality reconstruction in EIT problems. Numerical results of the reconstruction based on both deterministic and heuristic methods are presented and compared. Finally, we provide recommendations of solutions of still open problems in this field.",
chapter="43374",
journal="Radioengineering",
number="3",
volume="Vol. 15",
year="2006",
month="september",
pages="20",
type="journal article - other"
}