Region growing on a hypercube multiprocessor

M. Willebeek-LeMair, A. Reeves
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引用次数: 20

Abstract

The region growing paradigm for image segmentation groups neighboring pixels into regions depending upon a predetermined homogeneity criteria. A parallel method for region growing on an MIMD multiprocessor system is presented. Since the region growing problem exhibits non-uniform and unpredictable load fluctuations, it requires a dynamic load balancing scheme to achieve a balanced load distribution. The results of implementing a parallel region growing algorithm on the Intel-iPSC hypercube are discussed.
在超立方体多处理器上生长区域
图像分割的区域增长范式根据预先确定的均匀性标准将相邻像素划分为区域。提出了一种在多处理机系统上进行区域生长的并行方法。由于区域增长问题表现出不均匀和不可预测的负载波动,因此需要动态负载均衡方案来实现负载的均衡分配。讨论了在Intel-iPSC超立方体上实现并行区域生长算法的结果。
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