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Metal artifact reduction in X-ray CT imaging based on iterative reconstruction approach

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

X-ray computed tomography (CT) is a non-destructive technique useful for visualization of the internal structure of objects and is a power diagnosis tool in the field of biomedical engineering. However, due to the presence of high attenuating objects like metals, the reconstructions produced by typical CT reconstruction algorithm i.e. Filtered Back Projection (FBP) are heavily affected by the metal artifacts. Due to these artifacts, the interpretation of CT images is highly compromised. In this article, a metal artifact reduction approach based on iterative reconstruction is presented and demonstrated by an experiment using a specially designed biomedical specimen consisting of muscles, bones and metals. The basic concept is to remove the inaccurate metal artifacts pixels in the original CT image iteratively and then exactly reconstruct the soft-tissue using the forward projections with no metal information. During the reconstruction, artifacts are reduced by replacing the metal projection using the forward projection. The presented work is of interest for CT biomedical applications.

源语言英语
主期刊名2015 IEEE International Conference on Mechatronics and Automation, ICMA 2015
出版商Institute of Electrical and Electronics Engineers Inc.
2420-2425
页数6
ISBN(电子版)9781479970964
DOI
出版状态已出版 - 2 9月 2015
活动12th IEEE International Conference on Mechatronics and Automation, ICMA 2015 - Beijing, 中国
期限: 2 8月 20155 8月 2015

出版系列

姓名2015 IEEE International Conference on Mechatronics and Automation, ICMA 2015

会议

会议12th IEEE International Conference on Mechatronics and Automation, ICMA 2015
国家/地区中国
Beijing
时期2/08/155/08/15

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