边缘长度比:用于遮挡识别的仿射不变形状表示

T. Glauser, H. Bunke
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引用次数: 10

摘要

作者提出了一套基于边长比的多边形局部形状描述符。这些描述符在任何仿射变换下都是不变的,即从3D到任何2D平面的平移、缩放、旋转和投影。此外,它们是完整的,因为它们允许在给定至少三个连续顶点的3D空间中重建任何多边形。然后,作者考虑了在任何仿射变换和存在遮挡的情况下二维多边形物体的识别。他们引入了一种基于边缘长度比匹配的识别过程,使用了通常用于字符串匹配的标准动态规划过程的简化版本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Edge length ratios: an affine invariant shape representation for recognition with occlusions
The authors propose a set of local shape descriptors for polygons based on edge length ratios. These descriptors are invariant under any affine transformation, i.e. translation, scaling, rotation and projection from 3D to any 2D plane. Furthermore, they are complete in the sense that they allow the reconstruction of any polygon in 3D space given at least three consecutive vertices. The authors then consider the recognition of 2D polygonal objects under any affine transformation and in the presence of occlusion. they introduce a recognition procedure that is based on the matching of edge length ratios, using a simplified version of the standard dynamic programming procedure commonly employed for string matching.<>
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