Compressed sensing for phase contrast CT

Thomas Gaass, Guillaume Potdevin, Peter B. Noël, Arne Tapfer, Marian Willner, Julia Herzen, Martin Bech, Franz Pfeiffer, Axel Haase

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

2 Zitate (Scopus)

Abstract

Modern x-ray techniques opened the possibility to retrieve phase information. Phase-contrast computed tomography (PCCT) has the potential to significantly improve soft tissue contrast. Radiation dose, however, continues to be an issue when moving from bench to bedside. Dose reduction in this work is achieved by sparsely acquiring PCCT data. To compensate for appearing aliasing artifacts we introduce a compressed sensing (CS) reconstruction framework. We present the feasibility of CS on PCCT with numerical as well as measured phantom data. The results proof that CS compensates for under-sampling artifacts and maintains the superior soft tissue contrast and detail visibility in the reconstructed images.

OriginalspracheEnglisch
TitelInternational Workshop on X-Ray and Neutron Phase Imaging with Gratings
Seiten150-154
Seitenumfang5
DOIs
PublikationsstatusVeröffentlicht - 2012
VeranstaltungInternational Workshop on X-Ray and Neutron Phase Imaging with Gratings, XNPIG 2012 - Tokyo, Japan
Dauer: 5 März 20127 März 2012

Publikationsreihe

NameAIP Conference Proceedings
Band1466
ISSN (Print)0094-243X
ISSN (elektronisch)1551-7616

Konferenz

KonferenzInternational Workshop on X-Ray and Neutron Phase Imaging with Gratings, XNPIG 2012
Land/GebietJapan
OrtTokyo
Zeitraum5/03/127/03/12

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