Semi-automatic elastic registration on thyroid gland ultrasonic image

  • Xia Xu*
  • , Yue Zhong
  • , Yan Luo
  • , Deyu Li
  • , Jiangli Lin
  • , Tianfu Wang
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationMIPPR 2007
Subtitle of host publicationMedical Imaging, Parallel Processing of Images, and Optimization Techniques
DOIs
StatePublished - 2007
EventMIPPR 2007: Medical Imaging, Parallel Processing of Images, and Optimization Techniques - Wuhan, China
Duration: 15 Nov 200717 Nov 2007

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume6789
ISSN (Print)0277-786X

Conference

ConferenceMIPPR 2007: Medical Imaging, Parallel Processing of Images, and Optimization Techniques
Country/TerritoryChina
CityWuhan
Period15/11/0717/11/07

Keywords

  • Active contour model
  • Image registration
  • Thin-plate spline models
  • Thyroid gland

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