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Reconstructable one-pass parallel thinning

机译:可重构的一遍并行减薄

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Abstract: This paper describes a reconstructible thinning process which is based on a one-pass parallel thinning and the morphological skeleton transformation. It reduces a binary digital pattern into a unit-width, connected skeleton to which labels are assigned enabling perfect reconstruction of the original pattern. The process uses thinning templates to iteratively remove boundary pixels and structuring templates of the morphological skeleton transformation to retain critical feature pixels for reconstruction. The thinning templates together with the extracted feature pixels ensure skeletal connectivity, unit width, and reconstructability. These essential properties are guaranteed regardless of the chosen structuring templates used in the morphological skeleton transformation. The thinning process has been analyzed and results are presented. A number of implementation issues such as the choice of structuring templates and noise filtering have also been addressed.!19
机译:摘要:本文描述了一种基于一次通过并行稀疏和形态骨架转换的可重构稀疏过程。它将二进制数字模式减少为单位宽度的,连接的骨架,并为其分配了标签,从而可以完美地重建原始模式。该过程使用细化模板来迭代删除边界像素,并使用形态骨架转换的结构化模板保留关键特征像素以进行重建。细化模板与提取的特征像素一起确保骨骼连接性,单位宽度和可重构性。无论在形态骨架转换中使用哪种结构模板,都可以保证这些基本属性。已经对细化过程进行了分析并给出了结果。还解决了许多实施问题,例如结构模板的选择和噪声过滤。!19

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