用于精确和健壮骨架的树形结构提取算法

Mie Sato, I. Bitter, M. A. Bender, A. Kaufman, M. Nakajima
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引用次数: 111

摘要

介绍了一种树形结构提取算法——TEASAR算法,该算法提供了准确、鲁棒的骨架。体积骨架需要精确测量沿分支和缠绕结构的长度。在自动虚拟导航中也需要骨骼,例如通过人体器官(例如结肠)来控制虚拟摄像机的运动和方向。我们介绍了骨架的一个简明而通用的定义,并提供了一种准确而快速地找到骨架的算法。我们的解决方案是全自动的,这使用户不必从事数据预处理。我们给出了在一些测试数据集上计算的准确骨架。该算法在单个194 MHz MIPS R10000 CPU上的运行时间均在5分钟以下,证明了算法的有效性。
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TEASAR: tree-structure extraction algorithm for accurate and robust skeletons
We introduce the TEASAR algorithm which is a treestructure extraction algorithm delivering skeletons that are accurate and robust. Volumetric skeletons are needed for accurate measurements of length along branching and winding structures. Skeletons are also required in automatic virtual navigation, such as traveling through human organs (e.g., the colon) to control movement and orientation of the virtual camera. We introduce a concise but general definition of a skeleton, and provide an algorithm that finds the skeleton accurately and rapidly. Our solution is fully automatic, which frees the user from having to engage in data preprocessing. We present the accurate skeletons computed on a number of test datasets. The algorithm is efficient as demonstrated by the running times on a single 194 MHz MIPS R10000 CPU which were all below five minutes.
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