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MR image reconstruction with autoregressive moving average

Salami, Momoh Jimoh Emiyoka and Najeeb, Athaur Rahman and Khalifa, Othman Omran and Ariffin, Kamarul Ariffin (2007) MR image reconstruction with autoregressive moving average. In: International Conference on Biotechnology Engineering 2007, 8 - 10 May 2007, Kuala Lumpur.

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Abstract

MRI Image rconstruction from 2D ARMA is proposed in this paper. Conventionally MRI images are reconstructed using 2D DFT in all type of MRI data acquisition techniques due to its computational effectiveness and simplicity. However the use of DFT leads to artifacts and appearance of Gibbs Ringing. Various types of windows are used to overcome this issue, however the inherit issues of DFT still surfaces. Modified TERA method is proposed as a solution for 2D ARMA in this paper. For simulations, images in form of raw data are downloaded from Philips(t) MRI Machines. Later 2D DFT and M-TERA method is used to reconstruct and results shows that m-TERA ourperform the 2D DFT in various ways.

Item Type: Conference or Workshop Item (Plenary Papers)
Additional Information: 2470/58453
Uncontrolled Keywords: MRI Image, reconstruction , ARMA, TERA, Signal Processing
Subjects: T Technology > T Technology (General) > T10.5 Communication of technical information
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Depositing User: Br Athaur Rahman Najeeb
Date Deposited: 28 Sep 2017 15:51
Last Modified: 28 Sep 2017 15:51
URI: http://irep.iium.edu.my/id/eprint/58453

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