Test of 3D CT reconstructions by EM + TV algorithm from undersampled data
- Conference date: 2–6 September 2012
- Location: São Sebastião, São Paulo, Brazil
Computerized tomography (CT) plays an important role in medical imaging for diagnosis and therapy. However, CT imaging is connected with ionization radiation exposure of patients. Therefore, the dose reduction is an essential issue in CT. In 2011, the Expectation Maximization and Total Variation Based Model for CT Reconstruction (EM+TV) was proposed. This method can reconstruct a better image using less CT projections in comparison with the usual filtered back projection (FBP) technique. Thus, it could significantly reduce the overall dose of radiation in CT. This work reports the results of an independent numerical simulation for cone beam CT geometry with alternative virtual phantoms. As in the original report, the 3D CT images of 128×128×128 virtual phantoms were reconstructed. It was not possible to implement phantoms with lager dimensions because of the slowness of code execution even by the CORE i7 CPU.
- Computed tomography
- Medical image reconstruction
- Medical imaging
- Cone beam computed tomography
- Ionizing radiation
- Biomedical modeling
- Medical diagnosis
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