Title :
EMRECON: An expectation maximization based image reconstruction framework for emission tomography data
Author :
Kösters, Thomas ; Schäfers, Klaus P. ; Wübbeling, Frank
Author_Institution :
Eur. Inst. for Mol. Imaging (EIMI), Univ. of Munster, Munster, Germany
Abstract :
We present a flexible image reconstruction framework for emission tomography data called EMRECON. The software includes multiple expectation maximization based reconstruction algorithms as well as support for several scanner geometries. In order to implement novel reconstruction techniques (e.g. TV-based regularization or combined reconstruction and motion correction) or scanner models, full access to every stage of the reconstruction pipeline is vital. EMrecon is fully open and well-documented, thus permits testing without the need to care about data formats or standard reconstruction and data correction algorithms. Due to the GATE-like syntax new scanner geometries, including an exact definition of each single crystal, can be added easily. The parallel (multi-core) C implementation was successfully tested on several Linux distributions. This makes EMRECON a useful tool for the development of new reconstruction algorithms and also serves as a platform for testing different scanner geometries.
Keywords :
C language; Linux; computational linguistics; expectation-maximisation algorithm; image motion analysis; image reconstruction; image scanners; medical image processing; parallel processing; positron emission tomography; EMRECON; GATE-like syntax; Linux distributions; TV-based regularization; data correction algorithm; data formats; emission tomography data; flexible image reconstruction framework; motion correction; multiple expectation maximization based reconstruction algorithms; parallel C implementation; reconstruction pipeline; scanner geometries; scanner models; standard reconstruction algorithm; Biology; Biomedical imaging; Computed tomography; Image reconstruction; Lead; EM; OSEM; emission tomography; reconstruction framework;
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2011 IEEE
Conference_Location :
Valencia
Print_ISBN :
978-1-4673-0118-3
DOI :
10.1109/NSSMIC.2011.6153840