System and method for fast template matching in 3D
    1.
    发明授权
    System and method for fast template matching in 3D 有权
    3D快速模板匹配的系统和方法

    公开(公告)号:US09171247B1

    公开(公告)日:2015-10-27

    申请号:US13747987

    申请日:2013-01-23

    Abstract: Described is a pattern matching system for matching a test image with a 3D template. The system is initiated by generating a library of templates (each individual template is a three-dimensional array, with each pixel in the array representing a value at a particular x, y, and z coordinate). Each column of pixels along one axis (e.g., z) is converted into a neural input. Each neural input is fed through a neural network to establish a delayed connection between each neural input and output neuron and to generate a template neural network. Separately, a test image is converted into neural inputs. The neural inputs of the test image are input the template neural network to generate output neurons. The output neurons are evaluated to identify a location of the template in the test image.

    Abstract translation: 描述了用于将测试图像与3D模板相匹配的模式匹配系统。 该系统通过生成模板库(每个单独的模板是三维数组,数组中的每个像素表示特定x,y和z坐标上的值)启动。 沿着一个轴(例如,z)的每列像素被转换为神经输入。 每个神经输入通过神经网络馈送,以建立每个神经输入和输出神经元之间的延迟连接并产生模板神经网络。 另外,测试图像被转换为​​神经输入。 测试图像的神经输入输入模板神经网络以产生输出神经元。 评估输出神经元以识别测试图像中模板的位置。

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