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Proceedings Paper

The 3D CT image reconstruction based on multi-thread scheduling using multi-GPU
Author(s): Yining Zhu; Yunsong Zhao; Xing Zhao
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Paper Abstract

In this paper, we express a concept that the complete reconstruction process should include the computation part on GPUs and the data storage part. We propose a multi-thread scheduling (MTS) method to implement the FDK algorithm, to coordinate?? the computing and storage time. In this method we use multi0-threads to control the GPUs and a separate thread to accomplish data storage, so as to cover the calculation and data storage in time process. In addition, we use the four-channel texture to maintain symmetrical projection data in CUDA framework, which can reduce the calculation time significantly.. Numerical experiment shows that the time cost of the whole process with our method is almost the same as the data storage time cost.

Paper Details

Date Published: 3 March 2012
PDF: 7 pages
Proc. SPIE 8313, Medical Imaging 2012: Physics of Medical Imaging, 83133R (3 March 2012); doi: 10.1117/12.911002
Show Author Affiliations
Yining Zhu, Capital Normal Univ. (China)
Yunsong Zhao, Capital Normal Univ. (China)
Xing Zhao, Capital Normal Univ. (China)


Published in SPIE Proceedings Vol. 8313:
Medical Imaging 2012: Physics of Medical Imaging
Norbert J. Pelc; Robert M. Nishikawa; Bruce R. Whiting, Editor(s)

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