Fast Implementation of Iterative Reconstruction with Exact Ray-Driven Projector on GPUs |
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Authors: | FangXuSiemensCorporateResearch Princeton NJ USA |
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Institution: | Fang+Xu+Siemens+Corporate+Research,Princeton,NJ+08540,USA |
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Abstract: | Iterative methods are popular choices in image reconstruction fields due to their capability of recovering object information from incomplete acquisition data.However,the computation process involves frequent uses of forward and backward projections that are computationally expensive.Past research has proved that a forward projector that can produce high quality images is crucial to achieve a good convergence rate.In this paper a high performance iterative reconstruction framework is introduced,where two mo... |
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Keywords: | image reconstruction tomography graphics processing units |
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