Evaluation Performance of Iterative Algorithms for 3D Image Reconstruction in Cone Beam Geometry
Algebraic reconstruction technique (ART) is iterative reconstruction algorithm using for reconstructing the two dimension (2D) and three dimension (3D) images. In this research different algorithms of ART were used to reconstruction : (simple ART, Simultaneous ART, and Multiplicative ART) for recon...
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| Format: | Article |
| Language: | English |
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Al-Nahrain Journal for Engineering Sciences
2017-01-01
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| Series: | مجلة النهرين للعلوم الهندسية |
| Subjects: | |
| Online Access: | https://nahje.com/index.php/main/article/view/81 |
| _version_ | 1818875493799165952 |
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| author | Noor H. Fallooh Al-anbari Mohammed H. Ali Al-Hayani |
| author_facet | Noor H. Fallooh Al-anbari Mohammed H. Ali Al-Hayani |
| author_sort | Noor H. Fallooh Al-anbari |
| collection | DOAJ |
| description | Algebraic reconstruction technique (ART) is iterative reconstruction algorithm using for reconstructing the two dimension (2D) and three dimension (3D) images. In this research different algorithms of ART were used to reconstruction : (simple ART, Simultaneous ART, and Multiplicative ART) for reconstruction 3D image using multi slice scanner in cone beam geometry. To perform the time reconstruction of ART algorithms, use the Maximum-Likelihood Expectation Maximization (ML-EM) algorithm to fast ART algorithm. Multi slice Computed Tomography CT scanner newly discovered and used widely in the medical field for diagnosis and radiographic to its benefit from the speed of scanner and quality of image reconstruction comparing with single slice scanner. In simulation result the Multiplicative ART (MART) algorithm with suitable relaxation parameter |
| first_indexed | 2024-12-19T13:27:23Z |
| format | Article |
| id | doaj.art-006fdb70de0c48b58fe306cdb09fcda3 |
| institution | Directory Open Access Journal |
| issn | 2521-9154 2521-9162 |
| language | English |
| last_indexed | 2024-12-19T13:27:23Z |
| publishDate | 2017-01-01 |
| publisher | Al-Nahrain Journal for Engineering Sciences |
| record_format | Article |
| series | مجلة النهرين للعلوم الهندسية |
| spelling | doaj.art-006fdb70de0c48b58fe306cdb09fcda32022-12-21T20:19:30ZengAl-Nahrain Journal for Engineering Sciencesمجلة النهرين للعلوم الهندسية2521-91542521-91622017-01-0120181Evaluation Performance of Iterative Algorithms for 3D Image Reconstruction in Cone Beam GeometryNoor H. Fallooh Al-anbari0Mohammed H. Ali Al-Hayani1Electronic and Communications Eng. Dep., College of Engineering, Al-Nahrain University, Baghdad, IraqElectronic and Communications Eng. Dep., College of Engineering, Al-Nahrain University, Baghdad, IraqAlgebraic reconstruction technique (ART) is iterative reconstruction algorithm using for reconstructing the two dimension (2D) and three dimension (3D) images. In this research different algorithms of ART were used to reconstruction : (simple ART, Simultaneous ART, and Multiplicative ART) for reconstruction 3D image using multi slice scanner in cone beam geometry. To perform the time reconstruction of ART algorithms, use the Maximum-Likelihood Expectation Maximization (ML-EM) algorithm to fast ART algorithm. Multi slice Computed Tomography CT scanner newly discovered and used widely in the medical field for diagnosis and radiographic to its benefit from the speed of scanner and quality of image reconstruction comparing with single slice scanner. In simulation result the Multiplicative ART (MART) algorithm with suitable relaxation parameterhttps://nahje.com/index.php/main/article/view/81Computed Tomography CTAlgebraic Reconstruction Technique ARTMulti Slice Cone Beam (MSCB)Multiplicative ART |
| spellingShingle | Noor H. Fallooh Al-anbari Mohammed H. Ali Al-Hayani Evaluation Performance of Iterative Algorithms for 3D Image Reconstruction in Cone Beam Geometry مجلة النهرين للعلوم الهندسية Computed Tomography CT Algebraic Reconstruction Technique ART Multi Slice Cone Beam (MSCB) Multiplicative ART |
| title | Evaluation Performance of Iterative Algorithms for 3D Image Reconstruction in Cone Beam Geometry |
| title_full | Evaluation Performance of Iterative Algorithms for 3D Image Reconstruction in Cone Beam Geometry |
| title_fullStr | Evaluation Performance of Iterative Algorithms for 3D Image Reconstruction in Cone Beam Geometry |
| title_full_unstemmed | Evaluation Performance of Iterative Algorithms for 3D Image Reconstruction in Cone Beam Geometry |
| title_short | Evaluation Performance of Iterative Algorithms for 3D Image Reconstruction in Cone Beam Geometry |
| title_sort | evaluation performance of iterative algorithms for 3d image reconstruction in cone beam geometry |
| topic | Computed Tomography CT Algebraic Reconstruction Technique ART Multi Slice Cone Beam (MSCB) Multiplicative ART |
| url | https://nahje.com/index.php/main/article/view/81 |
| work_keys_str_mv | AT noorhfalloohalanbari evaluationperformanceofiterativealgorithmsfor3dimagereconstructioninconebeamgeometry AT mohammedhalialhayani evaluationperformanceofiterativealgorithmsfor3dimagereconstructioninconebeamgeometry |