Principal component analysis of measured data for ultrasound transmission tomography

Abstract In this paper, the new version of imaging algorithm for Ultrasound Transmission Tomography was presented. This algorithm was comprehensively tested with both synthetic and real measurement data. Different configuration of an internal objects was considered. In order to improve the quality o...

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Bibliographic Details
Published inJournal of physics. Conference series Vol. 1782; no. 1; p. 12029
Main Authors Rymarczyk, T, Polakowski, K, Sikora, J
Format Journal Article
LanguageEnglish
Published Bristol IOP Publishing 01.02.2021
Subjects
Algorithms
Imaging
Physics
Principal components analysis
Tomography
Ultrasonic imaging
Ultrasound
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Summary:Abstract In this paper, the new version of imaging algorithm for Ultrasound Transmission Tomography was presented. This algorithm was comprehensively tested with both synthetic and real measurement data. Different configuration of an internal objects was considered. In order to improve the quality of imaging the input data were treated by Principal Component Analysis. The proposed algorithm proved its usefulness and superiority over classical imaging algorithms.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1782/1/012029