Gas bubble motion artifact reduction through simultaneous motion estimation and image reconstruction

Kai Wang, Hua Chieh Shao, You Zhang, Chunjoo Park, Steve Jiang, Jing Wang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Motion of gas bubbles (gastrointestinal gas) in abdominal region can produce significant artifacts during on-board CBCT scanning, which adversely affects the imaging quality and limits the process of CBCT-based adaptive planning and image-guided radiotherapy. In this study, we tested the effectiveness of simultaneous motion estimation and image reconstruction technique (SMRIE) for improving CBCT image quality and HU accuracy of abdominal scan. The improved image quality in the simulation study demonstrated that SMRIE technique is promising for on-board CBCT gas bubble motion artifact reduction.

Original languageEnglish (US)
Title of host publication7th International Conference on Image Formation in X-Ray Computed Tomography
EditorsJoseph Webster Stayman
PublisherSPIE
ISBN (Electronic)9781510656697
DOIs
StatePublished - 2022
Event7th International Conference on Image Formation in X-Ray Computed Tomography - Virtual, Online
Duration: Jun 12 2022Jun 16 2022

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume12304
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference7th International Conference on Image Formation in X-Ray Computed Tomography
CityVirtual, Online
Period6/12/226/16/22

Keywords

  • CBCT image reconstruction
  • motion artifact reduction
  • motion estimation

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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