Title :
An overview on the multiscale/multiframe reconstruction for Positron Emission Tomography
Author :
Mendes, Luis ; Ferreira, Nuno ; Comtat, Claude
Author_Institution :
Inst. de Cienc. Nucl. Aplic. a Saude, Univ. of Coimbra, Coimbra, Portugal
Abstract :
An overview of the multiscale/multiframe (MS/MF) 3D reconstruction scheme for Positron Emission Tomograph is presented. Nowadays, in clinical applications the image is reconstructed using a single scale or grid, i.e., the dimensions of the reconstructed volume or the projection space binning do not change during the reconstruction process. MS/MF introduces the concept of time frame to the multiscale reconstruction proposed by Raheja et al. This approach can be used for the generation of images reconstructed in near real time using a suitable scale, taking full advantage of list-mode reconstruction techniques. The generation of image sequences at different spatial scales and times may be useful to optimize the acquisition protocols on the fly as well as to improve the results of the segmentation and classification algorithms.
Keywords :
image classification; image reconstruction; image segmentation; medical image processing; positron emission tomography; PET MS-MF 3D reconstruction scheme; image classification algorithm; image segmentation algorithm; image sequences generation; multiframe reconstruction; multiscale reconstruction; positron emission tomography; time frame; Convergence; Image reconstruction; Image resolution; Nuclear medicine; Positron emission tomography; Real-time systems; Reconstruction algorithms; Image Reconstruction; Multiframe; Multiscale; Positron Emission Tomography;
Conference_Titel :
Bioengineering (ENBENG), 2012 IEEE 2nd Portuguese Meeting in
Conference_Location :
Coimbra
Print_ISBN :
978-1-4673-4524-8
DOI :
10.1109/ENBENG.2012.6331345