血管造影图像三维重建的快速并行算法

R. Rivas, M. Ibáñez-Espiga, Yudith Cardinale, P. Windyga
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引用次数: 2

摘要

血管造影图像的重建可以看作是一个离散的优化问题,其中盲目搜索是不合适的。分支定界算法可以利用先验信息来探索空间状态。并行搜索算法的关键问题是搜索空间在处理器之间的分配。我们使用两种控制方案:集中式和分布式。根据数据分布,我们提出了三种不同的映射:静态、半静态和迭代映射。我们实现了良好的负载平衡和近乎最佳的加速。
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Fast parallel algorithms for 3D reconstruction of angiographic images
The reconstruction of angiographic images can be seen as a discrete optimization problem where a blind search is not suitable. A branch-and-bound algorithm can be used to explore the space state using a priori information. The critical issue in parallel search algorithms is the distribution of the search space among the processors. We work with two control schemes: centralized and distributed. According to the data distribution we propose three different mappings: static, semistatic and iterative. We achieve good load balance and a nearly optimum speedup.
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