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Semi-automatic elastic registration on thyroid gland ultrasonic image

  • Xia Xu*
  • , Yue Zhong
  • , Yan Luo
  • , Deyu Li
  • , Jiangli Lin
  • , Tianfu Wang
  • *此作品的通讯作者
  • Sichuan University
  • Shenzhen University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Knowledge of in vivo thyroid volume has both diagnostic and therapeutic importance and could lead to a more precise quantification of absolute activity contained in the thyroid gland. However, the shape of thyroid gland is irregular and difficult to calculate. For precise estimation of thyroid volume by ultrasound imaging, this paper presents a novel semiautomatic minutiae matching method in thyroid gland ultrasonic image by means of thin-plate spline model. Registration consists of four basic steps: feature detection, feature matching, mapping function design, and image transformation and resampling. Due to the connectivity of thyroid gland boundary, we choose active contour model as feature detector, and radials from centric points for feature matching. The proposed approach has been used in thyroid gland ultrasound images registration. Registration results of 18 healthy adults' thyroid gland ultrasound images show this method consumes less time and energy with good objectivity than algorithms selecting landmarks manually.

源语言英语
主期刊名MIPPR 2007
主期刊副标题Medical Imaging, Parallel Processing of Images, and Optimization Techniques
DOI
出版状态已出版 - 2007
活动MIPPR 2007: Medical Imaging, Parallel Processing of Images, and Optimization Techniques - Wuhan, 中国
期限: 15 11月 200717 11月 2007

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
6789
ISSN(印刷版)0277-786X

会议

会议MIPPR 2007: Medical Imaging, Parallel Processing of Images, and Optimization Techniques
国家/地区中国
Wuhan
时期15/11/0717/11/07

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