一种改进的递归标签传播连通组件标记方法

Ravi Kiran, K. Ramakrishnan, Y. Senthil Kumar, Anoop K
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引用次数: 9

摘要

本文描述了一种新的方法来解决连接组件标记问题,该方法源自两种快速标记算法,Wu等人和Park等人。我们提出了一种改进现有分治法的方法。我们提出了两种新的方法:第一,从不同的子图像中分层(从粗到细)标签传播。其次,递归边界标记方法仅基于一个邻域,因此比传统的8邻域扫描快4-6倍。我们研究了理论标注性能和加速。
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An improved connected component labeling by recursive label propagation
This paper describes a novel approach to the connected component labeling problem, derived from two fast labeling algorithms, Wu et al. and Park et al. We propose a method that improves over existing divide and conquer methods. We propose two new methods - First, hierarchical (coarse to fine) label propagation from various sub images. Second, the recursive boundary labeling method is only one neighbor based and thus is 4–6 times faster than the conventional 8 neighborhood scan. We study the theoretical labeling performance and speedup.
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