An iterative reconstruction technique for metal artifact reduction
- 1. Ministry of Education, Beijing (China). Key Lab. of Particle and Radiation Imaging
- 2. Tsinghua Univ., Beijing (China). Dept. of Engineering Physics
Description
Metal artifact reduction (MAR) is a major problem with X-ray computed tomography. In this article we propose a hybrid iterative reconstruction technique for metal artifact reduction. This method is mainly composed of three steps: a pre-iteration step in which an approximate solution is obtained; a simple thresholding sinogram segmentation performed to get an estimation of the metal projection region (MPR); a post-iteration step initialized with the formal solution in which data in the MPR is ignored. In both iteration steps total variation (TV) regularized iterative construction is adopted, taking advantage of TV, which effectively selects an ideal solution from all feasible solutions. This method is easy for implementation and successfully suppresses metal artifacts. (orig.)
Additional details
Identifiers
Publishing Information
- Imprint Title
- Fully three-dimensional image reconstruction in radiology and nuclear medicine. Proceedings
- Imprint Pagination
- 480 p.
- Journal Page Range
- p. 199-202
Conference
- Title
- 11th international meeting on ''Fully three-dimensional image reconstruction in radiology and nuclear medicine'' and The 3rd workshop on ''High performance image reconstruction''
- Dates
- 11-15 Jul 2011
- Place
- Potsdam (Germany)
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 44080519
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Resource subtype / Literary indicator
- Conference, Non-conventional Literature
- Descriptors DEI
- ALGORITHMS; ATTENUATION; COMPARATIVE EVALUATIONS; COMPUTER GRAPHICS; COMPUTERIZED TOMOGRAPHY; ERRORS; IMAGE PROCESSING; ITERATIVE METHODS; METALS; NUMERICAL ANALYSIS; OPTIMIZATION; PERFORMANCE; RADIOLOGY; THREE-DIMENSIONAL CALCULATIONS; VALIDATION
- Descriptors DEC
- CALCULATION METHODS; DIAGNOSTIC TECHNIQUES; ELEMENTS; EVALUATION; MATHEMATICAL LOGIC; MATHEMATICS; MEDICINE; NUCLEAR MEDICINE; PROCESSING; TESTING; TOMOGRAPHY