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Wavelet Filtering and Level Set Segmentation of NMR Images for Monitoring the Development of Growing Cultures
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SYSNO ASEP 0336702 Document Type C - Proceedings Paper (int. conf.) R&D Document Type Conference Paper Title Wavelet Filtering and Level Set Segmentation of NMR Images for Monitoring the Development of Growing Cultures Author(s) Mikulka, J. (CZ)
Gescheidtová, E. (CZ)
Bartušek, Karel (UPT-D) RID, ORCID, SAINumber of authors 3 Source Title PIERS 2009 Beijing: Progess in Electromagnetics Research Symposium - Proceedings. - Cambridge : Electromagnetic Academy, 2009 / Kong J. A. - ISSN 1559-9450 - ISBN 978-1-934142-08-0 Pages s. 1124-1127 Number of pages 4 s. Action Progress in Electromagnetics Research Symposium 2009 Beijing Event date 23.04.2009-27.04.2009 VEvent location Beijing Country CN - China Event type WRD Language eng - English Country US - United States Keywords Wavelet Filtering ; NMR Images Subject RIV JA - Electronics ; Optoelectronics, Electrical Engineering R&D Projects GA102/07/0389 GA ČR - Czech Science Foundation (CSF) CEZ AV0Z20650511 - UPT-D (2005-2011) UT WOS 000268101100234 Annotation The paper describes the pre-processing and subsequent segmentation of NMR images of growing tissue cultures. Images obtained by the NMR technique give three separately growing cultures. The aim of the work was to follow the speed of their development. Images obtained by means of the NMR device used axe of very low resolution and contrast and there axe no sharp edges between regions. Processing such images may prove to be quite difficult. A suitable algorithm was found, which consists of the pre-processing of the image and subsequent multiphase level set segmentation. The proposed method segments the image based on the intensity of the regions sought, and is suitable for working with NMR images in which there axe no sharp edges. The method is described by partial differential equations that were transformed into corresponding difference equations solved numerically. Workplace Institute of Scientific Instruments Contact Martina Šillerová, sillerova@ISIBrno.Cz, Tel.: 541 514 178 Year of Publishing 2010
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