A Solver for Dynamic PET Reconstructions based on Forward-Backward-Splitting
Abstract
Dynamic Positron Emission Tomography allows monitoring physiological processes within the body that can be described by kinetic parameters. However, recovery of these parameters often requires the solution of complex and nonlinear operator equations. Advanced operator splitting techniques allow incorporating a-priori knowledge, e.g. sparsity of minimizers with respect to an exponential basis, into the reconstruction process.
- Publication:
-
Icnaam 2010: International Conference of Numerical Analysis and Applied Mathematics 2010
- Pub Date:
- September 2010
- DOI:
- 10.1063/1.3498318
- Bibcode:
- 2010AIPC.1281.1967B
- Keywords:
-
- positron emission tomography;
- mathematical operators;
- inverse problems;
- algorithm theory;
- 87.57.uk;
- 02.30.Tb;
- 02.30.Zz;
- 07.05.Pj;
- Positron emission tomography;
- Operator theory;
- Inverse problems;
- Image processing