Ring artifacts removal in X-ray-induced acoustic computed tomography

X-ray-induced acoustic computed tomography (XACT) is a hybrid imaging modality for detecting X-ray absorption distribution via ultrasound emission. It facilitates imaging from a single projection X-ray illumination, thus reducing the radiation exposure and improving imaging speed. Nonuniform detecto...

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Main Authors: Prabodh Kumar Pandey, Hari Om Aggrawal, Siqi Wang, Kaitlyn Kim, An Liu, Liangzhong Xiang
Format: Article
Language:English
Published: World Scientific Publishing 2022-05-01
Series:Journal of Innovative Optical Health Sciences
Subjects:
Online Access:https://www.worldscientific.com/doi/10.1142/S1793545822500171
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author Prabodh Kumar Pandey
Hari Om Aggrawal
Siqi Wang
Kaitlyn Kim
An Liu
Liangzhong Xiang
author_facet Prabodh Kumar Pandey
Hari Om Aggrawal
Siqi Wang
Kaitlyn Kim
An Liu
Liangzhong Xiang
author_sort Prabodh Kumar Pandey
collection DOAJ
description X-ray-induced acoustic computed tomography (XACT) is a hybrid imaging modality for detecting X-ray absorption distribution via ultrasound emission. It facilitates imaging from a single projection X-ray illumination, thus reducing the radiation exposure and improving imaging speed. Nonuniform detector response caused by the interference between multichannel data acquisition for ring array transducers and amplifier systems yields ring artifacts in the reconstructed XACT images, which compromises the image quality. We propose model-based algorithms for ring artifacts corrected XACT imaging and demonstrate their efficacy on numerical and experimental measurements. The corrected reconstructions indicate significantly reduced ring artifacts as compared to their conventional counterparts.
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spelling doaj.art-4fc6c230891840b09fae84355b4737072022-12-22T00:36:27ZengWorld Scientific PublishingJournal of Innovative Optical Health Sciences1793-54581793-72052022-05-01150310.1142/S1793545822500171Ring artifacts removal in X-ray-induced acoustic computed tomographyPrabodh Kumar Pandey0Hari Om Aggrawal1Siqi Wang2Kaitlyn Kim3An Liu4Liangzhong Xiang5Department of Radiological Sciences, University of California, Irvine, CA 92697, USAInstitute of Mathematics and Image Computing, University of Lübeck, GermanyDepartment of Biomedical Engineering, University of California, Irvine, CA 92617, USADepartment of Biomedical Engineering, University of California, Irvine, CA 92617, USADepartment of Radiation Oncology, City of Hope National Medical Center, Duarte CA 91010, USADepartment of Radiological Sciences, University of California, Irvine, CA 92697, USAX-ray-induced acoustic computed tomography (XACT) is a hybrid imaging modality for detecting X-ray absorption distribution via ultrasound emission. It facilitates imaging from a single projection X-ray illumination, thus reducing the radiation exposure and improving imaging speed. Nonuniform detector response caused by the interference between multichannel data acquisition for ring array transducers and amplifier systems yields ring artifacts in the reconstructed XACT images, which compromises the image quality. We propose model-based algorithms for ring artifacts corrected XACT imaging and demonstrate their efficacy on numerical and experimental measurements. The corrected reconstructions indicate significantly reduced ring artifacts as compared to their conventional counterparts.https://www.worldscientific.com/doi/10.1142/S1793545822500171X-ray-induced acoustic computed tomography (XACT)ring artifactsartifacts correction
spellingShingle Prabodh Kumar Pandey
Hari Om Aggrawal
Siqi Wang
Kaitlyn Kim
An Liu
Liangzhong Xiang
Ring artifacts removal in X-ray-induced acoustic computed tomography
Journal of Innovative Optical Health Sciences
X-ray-induced acoustic computed tomography (XACT)
ring artifacts
artifacts correction
title Ring artifacts removal in X-ray-induced acoustic computed tomography
title_full Ring artifacts removal in X-ray-induced acoustic computed tomography
title_fullStr Ring artifacts removal in X-ray-induced acoustic computed tomography
title_full_unstemmed Ring artifacts removal in X-ray-induced acoustic computed tomography
title_short Ring artifacts removal in X-ray-induced acoustic computed tomography
title_sort ring artifacts removal in x ray induced acoustic computed tomography
topic X-ray-induced acoustic computed tomography (XACT)
ring artifacts
artifacts correction
url https://www.worldscientific.com/doi/10.1142/S1793545822500171
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AT kaitlynkim ringartifactsremovalinxrayinducedacousticcomputedtomography
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