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Construction and evolution of invariants to rotational and translational transformations for electronic visual image recognition

机译:用于电子视觉图像识别的旋转和平移变换的不变量的构造和演化

摘要

A spherical harmonic is defined which is an operationally optimal small finite subset of the infinite number of spherical harmonics allowed to exist mathematically. The composition of the subset differs depending on its position on virtual hemisphere. The subsets are further divided into small spherical tesserae whose dimensions vary depending on the distance from the hemispherical center. The images of the outside visual scenes are projected on the flat surface of the webcam and from there are read and recalculated programmatically as if the images have been projected on the hemisphere, rotational invariants are then computed in the smallest tesserae using numerical integration, and then invariants from neighboring tesserae are added to compute the rotational invariant of their union. Every computed invariant is checked with the library and stored there if there is no match. The rotational invariants are solely used for visual recognition and classification and operational decision making.
机译:定义了一个球谐函数,它是数学上允许存在的无限数量的球谐函数的一个操作最优的小有限子集。子集的组成因其在虚拟半球上的位置而异。这些子集进一步分为小的球形镶嵌,其尺寸根据与半球中心的距离而变化。外部视觉场景的图像投影在网络摄像头的平面上,然后从那里进行编程读取和重新计算,就好像图像已投影在半球上一样,然后使用数值积分在最小的镶嵌中计算旋转不变量,然后来自相邻镶嵌的不变量被添加以计算其并集的旋转不变量。使用库检查每个计算出的不变量,如果不匹配则将其存储在该库中。旋转不变式仅用于视觉识别和分类以及操作决策。

著录项

  • 公开/公告号US10062144B2

    专利类型

  • 公开/公告日2018-08-28

    原文格式PDF

  • 申请/专利权人 ALEX SIMON BLAIVAS;

    申请/专利号US201715642836

  • 发明设计人 ALEX SIMON BLAIVAS;

    申请日2017-07-06

  • 分类号G06T3;G06K9/62;G06K9/52;

  • 国家 US

  • 入库时间 2022-08-21 13:03:06

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