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An OpenCL Implementation of Pinhole Image Reconstruction.

Authors :
Dimmock, Matthew R.
Nikulin, Dmitri A.
Gillam, John E.
Nguyen, Chuong V.
Source :
IEEE Transactions on Nuclear Science. Apr2012 Part 2, Vol. 59 Issue 4, p1738-1749. 12p.
Publication Year :
2012

Abstract

A C++/OpenCL software platform for emission image reconstruction of data from pinhole cameras has been developed. The software incorporates a new, accurate but computationally costly, probability distribution function for operating on list-mode data from detector stacks. The platform architecture is more general than previous works, supporting advanced models such as arbitrary probability distribution, collimation geometry and detector stack geometry. The software was implemented such that all performance-critical operations occur on OpenCL devices, generally GPUs. The performance of the software is tested on several commodity CPU and GPU devices. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189499
Volume :
59
Issue :
4
Database :
Academic Search Index
Journal :
IEEE Transactions on Nuclear Science
Publication Type :
Academic Journal
Accession number :
84489221
Full Text :
https://doi.org/10.1109/TNS.2012.2197760