Universiti Teknologi Malaysia Institutional Repository

Edge detection algorithm for enhancement of linear back projection tomographic images

Pusppanathan, Jaysuman and Faramarzi, Mahdi and Yunus, Fazlul Rahman and Nor Ayob, Nor Muzakkir and Abdul Rahim, Ruzairi and Phang, Fatin Aliah and Sheikh, Usman Ullah and Leow, Pei Ling and Abas, Khairul Hamimah and Rahiman, Mohd. Hafiz Fazalul and Sahlan, Shafishuaza (2014) Edge detection algorithm for enhancement of linear back projection tomographic images. Jurnal Teknologi (Sciences and Engineering), 69 (8). pp. 31-34. ISSN 0012-79696

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Official URL: https://dx.doi.org/10.11113/jt.v69.3292

Abstract

Process tomography (PT) is a leading technique for multiphase flow measurement and flow monitoring systems in various fields. PT has the advantage of interpreting acquired measurement data and transforming it into visual tomographic images. The most common method of image reconstruction uses the linear back projection algorithm which often results in blurry images. This paper proposes an enhancement of the reconstructed images using an edge detection image processing technique to convolve with the original image. This filtering technique calculates approximation changes of the horizontal and vertical image derivatives, thus further enhancing image accuracy. Several ultrasonic tomography images were put into a simulation test to validate it. Hence, the image results are being assessed for its performance

Item Type:Article
Uncontrolled Keywords:process tomography, ultrasonic tomography, image reconstruction, edge detection, convolution, multiphase flow measurement
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:Electrical Engineering
ID Code:52467
Deposited By: Siti Nor Hashidah Zakaria
Deposited On:01 Feb 2016 03:53
Last Modified:19 Sep 2018 05:07

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