个人信息Personal Information
教授
博士生导师
硕士生导师
性别:女
毕业院校:大连理工大学
学位:博士
所在单位:信息与通信工程学院
办公地点:海山楼A420
联系方式:lslwf@dlut.edu.cn
电子邮箱:lslwf@dlut.edu.cn
Sparse angular differential phase-contrast computed tomography reconstruction using bregman operator splitting algorithm
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论文类型:期刊论文
发表时间:2013-10-01
发表刊物:Guangxue Xuebao/Acta Optica Sinica
收录刊物:EI、PKU、ISTIC、Scopus
卷号:33
期号:10
ISSN号:02532239
摘要:Phase-contrast computed tomography (CT), different from traditional absorption-contrast tomography, is a novel X-ray inspection method and has been widely used for it's high sensitivity, high resolution and better reconstructions for soft tissues. However, phase-contrat CT usually leads to unacceptably long exposure time and huge X-ray doses. Sparse angular algorithms show significant advantage over in reducing the X-ray doses. Thus, the study of sparse angular differential phase-contrast CT (DPC-CT) is particularly meaningful. After analyzing the characteristics of the DPC-CT, the Bregman operator splitting (BOS) algorithm is introduced into DPC-CT reconstruction and an alternating iteration algorithm for sparse angular DPC-CT is proposed. The numerical simulation and experiment results show that the proposed algorithm can obtain higher reconstruction quality in sparse angular condition.