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Communication Dans Un Congrès Année : 2006

Hardware/software 2D-3D backprojection on a SoPC platform

Résumé

The reduction of image reconstruction time is needed to spread the use of PET for research and routine clinical practice. In this purpose, this article presents a hardware/software architecture for the acceleration of 3D backprojection based upon an efficient 2D backprojection. This architecture has been designed in order to provide a high level of parallelism thanks to an efficient management of the memory accesses which would have been otherwise strongly slowed by the external memory. The reconstruction system is embedded in a SoPC platform (System on Programmable Chip), the new generation of reconfigurable circuit. The originality of this architecture comes from the design of a 2D Adaptative and Predictive Cache (2D-AP Cache) which has proved to be an efficient way to overcome the memory access bottleneck. Thanks to a hierarchical use of this cache, several backprojection operators can run in parallel, accelerating in this manner noteworthy the reconstruction process. This 2D reconstruction system will next be used to speed up 3D image reconstruction.
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Dates et versions

hal-00102903 , version 1 (19-01-2020)

Identifiants

  • HAL Id : hal-00102903 , version 1

Citer

Nicolas Gac, Stéphane Mancini, Michel Desvignes. Hardware/software 2D-3D backprojection on a SoPC platform. ACM Symposium on Applied Computing, Apr 2006, Dijon, France. pp.222 - 228. ⟨hal-00102903⟩

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