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Fast Registration Algorithm of MVCT and KVCT Based on Mutual Information

  • Ziting Fan
  • , Yuxin Lei
  • , Jun Zhang
  • , Ruijie Yang
  • , Junhai Wen*
  • *此作品的通讯作者
  • Beijing Institute of Technology
  • Peking University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Mutual information-based image registration is a common method for placement registration in radiotherapy. This paper uses the ART (Algebraic Reconstruction Technology) algorithm to reconstruct the electronic portal imaging device (EPID) field images obtained during low-dose radiotherapy. The reconstructed results MVCT and planned KVCT are used for maximum mutual information registration. The mutual information registration algorithm proposed in this paper combines gray level compression and area search, which greatly improves the speed of maximum mutual information registration. The feasibility of the algorithm is verified by experiments, which are divided into eight groups of different phantom placement and one group of phantom deformation to explore the low-dose rigid registration ability and the ability to resist cross-period lesion changes of the algorithm.

源语言英语
主期刊名2022 IEEE 22nd International Conference on Communication Technology, ICCT 2022
出版商Institute of Electrical and Electronics Engineers Inc.
1600-1604
页数5
ISBN(电子版)9781665470674
DOI
出版状态已出版 - 2022
活动22nd IEEE International Conference on Communication Technology, ICCT 2022 - Virtual, Online, 中国
期限: 11 11月 202214 11月 2022

出版系列

姓名International Conference on Communication Technology Proceedings, ICCT
2022-November-November

会议

会议22nd IEEE International Conference on Communication Technology, ICCT 2022
国家/地区中国
Virtual, Online
时期11/11/2214/11/22

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