HIERARCHICAL SHAPE-DESCRIPTION VIA THE MULTIRESOLUTION SYMMETRICAL AXIS TRANSFORM

HIERARCHICAL SHAPE-DESCRIPTION VIA THE MULTIRESOLUTION SYMMETRICAL AXIS TRANSFORM
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DOI:
10.1109/tpami.1987.4767938
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发表时间:
1987-07-01
影响因子:
23.6
通讯作者:
BLOOMBERG, SH
BLOOMBERG, SH
中科院分区:
计算机科学1区
文献类型:
--
作者:
PIZER, SM;OLIVER, WR;BLOOMBERG, SH

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提出了一种方法,产生的形状描述的形式的层次结构的规模简单的对称轴序列。作为另一个轴段的子级的轴段具有较小的比例,并被视为其父级的分支。在分辨率不断降低的情况下,遵循对称轴导出尺度值和父子关系。其结果是,在二维或三维,是一个图形,而不是边界为导向的形状描述,具有自然的片段,是不敏感的对象描述中的噪声。将介绍通过连续的分辨率降低,将分辨率降低和计算机实现的方法,通过以下功能的层次生产的一般方法。此外,将简要讨论这种基于图形的形状描述与基于边界曲率的形状描述的关系。
A method is proposed that produces a shape description in the form of a hierarchy by scale of simple symmetric axis sequences. An axis segment that is a child of another has smaller scale and is seen as a branch of its parent. The scale value and parent-child relationship are induced by following the symmetric axis under successive reduction of resolution. The result, in two or three dimensions, is a figure-rather than boundary-oriented shape description that has natural segments and is insensitive to noise in the object description. The general approach of hierarchy production by following a feature through successive resolution reduction will be presented, as will methods of resolution reduction and computer implementation. Also, the relation of this figure-based shape description to those based on boundary curvature will be briefly discussed.