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OALib Journal期刊
ISSN: 2333-9721
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Algorithms for Pattern Recognition of 3-D Objects on a Hexagonal Grid
六角网格中三维物体模式识别算法

Keywords: Hexagonal grid,Masking technique,Edge detection,Feature extraction,Sub-pixel estimation,Computer vision
六角网格
,掩模技术,边缘检测,特征提取,子像素测定,计算机视觉

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Abstract:

In this contribution,we bring up several algorithms,which are expected to become part of an overall scheme for achieving rapid pattern recognition of 3-D objects based on parallel computation architecture on a hexagonal pixel grid. These algorithms include edge detection using gray-level differences within a seven-pixel hexagonal neighborhood, local edge thinning, and feature extraction using seven-point hexagonal masks. Experimental tests of these algorithms by serial computer simulation on real hexagonal-array digital images of some simple objects such as a cube have shown success at rapidly recognizing essential features of the objects skeletons.

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