Quantitative Study on Accurate Reconstruction Sampling Condition by Verifying Solution Uniqueness in

来源 :The 15th Asia-Oceania Congress of Medical Physics (AOCMP2015 | 被引量 : 0次 | 上传用户:h2302
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
  In X-ray computed tomography(CT)for limited-view reconstruction,there are great challenges for accurate reconstruction as complete projections cannot be obtained.Iterative image reconstruction(IIR)with sparsity-exploiting methods,such as total variation(TV)minimization,inspired by compressive sensing(CS),potentially claims large reductions in sampling requirements.However,quantitative notion of this claim is non-trivial,for the reduction in sampling admitted by sparsity-exploiting method is ill-defined.In this paper,sufficient and necessary condition to the uniqueness of solution is used to study accurate reconstruction sampling condition for limited-view problem in TV minimization.A new computational method is proposed for solution uniqueness testing by converting the sufficient and necessary condition into convex optimization problem.Using this method,the sufficient sampling number of accurate reconstruction is able to be quantified for any fixed phantom and settled geometrical parameter in limited-view problem.The experiment results show the quantified sampling number and indicate that as the scanning range becomes narrower,object can be accurately reconstructed by increasing sampling number.Nevertheless,a lower bound of scanning range is presented that accurate reconstruction cannot be obtained once the projection angle is not more than that.This paper gives a reference for quantifying the sampling condition of accurate reconstruction in CT,and the lower bound is useful to evaluate the phantom recoverability from limited-view.
其他文献
会议
会议
  Purpose:Radionuclide therapies(RNTs)have been proved to be beneficial with respect to tumour response and in improving patients' quality of life.Radiation p
会议
  Purpose Dynamic tumor tracking with intensity modulated radiation therapy(DTT IMRT)function was newly installed in Vero4DRT in our hospital.The purpose of t
会议
会议
会议
  Purpose: The accurate segmentation of the specific tissues in encephalic image is necessary for the treatment and research of many diseases.Such tasks are u
会议
会议
  Background and purpose: Methamphetamine(MA)is a highly addictive stimulant that affects to neurotoxicity of the brain.Changes of brain metabolites and brain
会议
会议