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The influence of data filtering on dimensional measurements with CT

  • Data processing is an essential part of the evaluation of measurement results, e.g. in X-ray computed tomography (CT). Some of these calculations are denoted as 'filtering'. Filtering is always a trade-off between an enhancement of data quality and a loss of information. The standard reconstruction technique for CT data is t he filtered back-projection. Additionally to the high-pass filter inherent to this technique, a suppression of high-frequency noise is in most cases also necessary. Many different possible filter algorithms are found in the literature. Although their effect on the signal-to-noise ratio and the spatial resolution is well-studied, it is not obvious how the different filters affect the determination of the object's surface in the reconstructed data and, thus, the results of dimensional CT measurements. We compare the results of industrial dimensional CT measurements obtained at the same data set of a calibrated reference standard – a calotte cube – when usingData processing is an essential part of the evaluation of measurement results, e.g. in X-ray computed tomography (CT). Some of these calculations are denoted as 'filtering'. Filtering is always a trade-off between an enhancement of data quality and a loss of information. The standard reconstruction technique for CT data is t he filtered back-projection. Additionally to the high-pass filter inherent to this technique, a suppression of high-frequency noise is in most cases also necessary. Many different possible filter algorithms are found in the literature. Although their effect on the signal-to-noise ratio and the spatial resolution is well-studied, it is not obvious how the different filters affect the determination of the object's surface in the reconstructed data and, thus, the results of dimensional CT measurements. We compare the results of industrial dimensional CT measurements obtained at the same data set of a calibrated reference standard – a calotte cube – when using different filters and discuss the implications. Filters under investigation are mainly median filters on projections and as well filters during filtered backprojection and filters on the reconstructed volume.zeige mehrzeige weniger

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Metadaten
Autor*innen:M. Bartscher, Andreas Staude, Karsten Ehrig, A. Ramsey
Dokumenttyp:Beitrag zu einem Tagungsband
Veröffentlichungsform:Verlagsliteratur
Sprache:Englisch
Titel des übergeordneten Werkes (Englisch):18th WCNDT - World conference on nondestructive testing (Proceedings)
Jahr der Erstveröffentlichung:2012
Erste Seite:1
Letzte Seite:13 (Paper 429)
Freie Schlagwörter:Computed tomography (CT); Data filtering; Dimensional measurement; Resolution
Veranstaltung:18th WCNDT - World conference on nondestructive testing
Veranstaltungsort:Durban, South Africa
Beginndatum der Veranstaltung:2012-04-16
Enddatum der Veranstaltung:2012-04-20
ISBN:978-0-620-52872-6
Verfügbarkeit des Dokuments:Physisches Exemplar in der Bibliothek der BAM vorhanden ("Hardcopy Access")
Bibliotheksstandort:Sonderstandort: Publica-Schrank
Datum der Freischaltung:19.02.2016
Referierte Publikation:Nein
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