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Three-dimensional object recognition using spherical correlation

机译:使用球形相关性的三维物体识别

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Although much research has been carried out on feature extractionfrom 3D object, validity and appropriateness of matching measures havenot been given enough consideration. In 3D object recognition, objectfeatures are often represented by directional data, and treatment ofsuch data needs different operation from that of the data on Euclideanspace. In this paper, the authors propose a new method to define amatching measure between objects, and show that this represents thesimilarity reasonably well with good robustness. Moreover they show thatthe reliability of the partially input data can be estimated as aby-product of this method
机译:尽管已经对特征提取进行了大量研究 从3D对象看,匹配措施的有效性和适当性 没有得到足够的考虑。在3D物体识别中,物体 要素通常由方向性数据表示, 这样的数据需要与欧几里得上的数据不同的操作 空间。在本文中,作者提出了一种新的方法来定义 对象之间的匹配度量,并表明这代表了 相似性相当好,并且具有良好的鲁棒性。而且他们表明 部分输入数据的可靠性可以估算为 该方法的副产品

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