中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Robust and Fast Initialization for Intensity-Based 2D/3D Registration

文献类型:期刊论文

作者Shao ZZ(邵振洲); Han JD(韩建达); Liang W(梁炜); Tan JD(谈金东); Guan, Yong
刊名ADVANCES IN MECHANICAL ENGINEERING
出版日期2014
卷号2014页码:1-12
ISSN号1687-8140
产权排序2
英文摘要

Intensity-based 2D/3D registration is a key technique using digitally reconstructed radiographs (DRRs) to register the preoperative volume to the patient setup during the operation. Although DRR-based method provides a high accuracy, the small capture range hinders its clinical use. In this paper, such problem was addressed by a robust and fast initialization method using a two-level scheme including automatic tracking-based initialization (Level I) and multiresolution estimation based on central-slice theorem and phase correlation (Level II). It provided almost optimal transformation parameters for intensity-based registration. Experiments using a public gold standard data set and a spinal phantom have been conducted. The mean target registration error (mTRE) was limited in the range from 2.12 mm to 22.57 mm after tracking-based initialization. The capture range based on level II only was 20.1 mm and the mTRE in this capture range was 2.92 +/- 2.21 mm. The intensity-based 2D/3D registration using proposed two-level initialization achieved the successful rate of 84.8% with the average error of 2.36 mm. The experimental results showed that the proposed method yielded the robust and fast initialization for intensity-based registration methods. In a similar way, it can be applied to other registration methods to enable a larger capture range and robust implementation.

WOS关键词IMAGE-GUIDED INTERVENTIONS ; FLUOROSCOPIC X-RAY ; CT ; ALGORITHM ; TRACKING ; STRATEGY ; SYSTEM
WOS研究方向Thermodynamics ; Engineering
语种英语
WOS记录号WOS:000340112800001
资助机构Scientific Research Base Project of Beijing Municipal Commission of Education [TJSHG201310028014]
公开日期2014-11-03
源URL[http://ir.sia.cn/handle/173321/15265]  
专题沈阳自动化研究所_机器人学研究室
通讯作者Shao ZZ(邵振洲)
作者单位1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
2.Department of Mechanical, Aerospace, and Biomedical Engineering, The University of Tennessee, Knoxville, TN 37996, USA
3.College of Information Engineering, Capital Normal University, Beijing 100048, China
推荐引用方式
GB/T 7714
Shao ZZ,Han JD,Liang W,et al. Robust and Fast Initialization for Intensity-Based 2D/3D Registration[J]. ADVANCES IN MECHANICAL ENGINEERING,2014,2014:1-12.
APA Shao ZZ,Han JD,Liang W,Tan JD,&Guan, Yong.(2014).Robust and Fast Initialization for Intensity-Based 2D/3D Registration.ADVANCES IN MECHANICAL ENGINEERING,2014,1-12.
MLA Shao ZZ,et al."Robust and Fast Initialization for Intensity-Based 2D/3D Registration".ADVANCES IN MECHANICAL ENGINEERING 2014(2014):1-12.

入库方式: OAI收割

来源:沈阳自动化研究所

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