Title :
An improved kernel for analytical time-of-flight PET reconstruction
Author :
Watson, Charles C.
Author_Institution :
Siemens Med. Solutions Molecular Imaging, Knoxville
fDate :
Oct. 26 2007-Nov. 3 2007
Abstract :
We demonstrate a new weighting kernel for linear time-of-flight (TOF) positron emission tomography (PET) reconstruction that produces lower image noise variance in finite-sized objects than "confidence weighting" (CW) or any other kernel previously reported in the literature. The proposed kernel is adaptive to object size, but is always broader than the CW kernel. For 1.25 nsec TOF resolution, the new kernel improves image noise variance in a 10 cm diameter cylinder by 8%. Small but significant gains in image noise variance are also seen in clinical reconstructions.
Keywords :
image denoising; image reconstruction; image resolution; medical image processing; positron emission tomography; TOF resolution; confidence weighting kernel; image noise variance; positron emission tomography; size 10 cm; time 1.25 ns; time-of-flight PET reconstruction; Analysis of variance; Gain measurement; Image analysis; Image reconstruction; Image resolution; Kernel; Noise measurement; Nuclear and plasma sciences; Positron emission tomography; Reconstruction algorithms;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2007. NSS '07. IEEE
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-0922-8
Electronic_ISBN :
1095-7863
DOI :
10.1109/NSSMIC.2007.4436706