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A Grey Level Fitting Mechanism based on Gompertz Function for Two Phase Flow Imaging using Electrical Capacitance Tomography Measurement Systems

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dc.creator Nombo, Josiah
dc.creator Mwambela, Alfred
dc.creator Michael, Kisangiri
dc.date 2019-08-27T08:12:31Z
dc.date 2019-08-27T08:12:31Z
dc.date 2014-09
dc.date.accessioned 2022-10-25T09:15:42Z
dc.date.available 2022-10-25T09:15:42Z
dc.identifier http://dspace.nm-aist.ac.tz/handle/123456789/429
dc.identifier.uri http://hdl.handle.net/123456789/94546
dc.description Research Article published by International Journal of Computer Applications Volume 101– No.8, September 2014
dc.description Electrical Capacitance Tomography (ECT) is an image generating system based on soft field sensory system. The preferred Linear Back Projection (LPB) reconstruction algorithm for multi-phase measurement has blurring effect on the image generated. These two inherent factors, among others, affect the quality of image generated from ECT systems. Introducing fitting in the image generation process is one the solutions to improving its quality. In this article an alternative fitting mechanism based on the Gompertz function has been developed and evaluated. Comparative analysis results shows improvement on the spatial quality of images generated, in terms of minimum relative image and distribution errors, maximum correlation coefficient, and at relatively no additional computational cost. The mechanism is more effective for annular than stratified flow data hence complimenting the weakness of Xie method for annular flow.
dc.format application/pdf
dc.language en
dc.publisher International Journal of Computer Applications
dc.subject Industrial Process Tomography
dc.subject Image Reconstruction Algorithms
dc.title A Grey Level Fitting Mechanism based on Gompertz Function for Two Phase Flow Imaging using Electrical Capacitance Tomography Measurement Systems
dc.type Article


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