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Geometric transformation matrix estimating device, geometric transformation matrix estimating method and program

机译:几何变换矩阵估计设备,几何变换矩阵估计方法和程序

摘要

An object is to make it possible to precisely infer a geometric transformation matrix for transformation between an image and a reference image representing a plane region even if correspondence to the reference image cannot be obtained. A first line segment group extraction unit 120 extracts, out of a line segment group in an image, line segments that correspond to a direction that is parallel or perpendicular to a side of a rectangle included in the image, from the inside of the rectangle, takes the extracted line segments to be a first line segment group, and extracts a plurality of line segments different from the first line segment group out of the line segment group. An endpoint detection unit 150 detects four intersection points between ends of the image and two line segments that are selected from line segments that correspond to a direction that is parallel or perpendicular to a side of the rectangle and are extracted from a plurality of line segments obtained by transforming the different line segments using an affine transformation matrix in which an angle of the first line segment group relative to a reference direction of the image is used as a rotation angle. A homography matrix inferring unit 160 computes a geometric transformation matrix based on the affine transformation matrix and a homography matrix computed based on correspondence between the four intersection points and the four vertexes of the rectangle in a reference image.
机译:目的是使得可以精确地推断出在图像和表示平面区域的参考图像之间的变换的几何变换矩阵,即使不能获得与参考图像的对应关系。第一线段组提取单元120从图像中的线段中从线段组中提取,该线段对应于与图像中包括的矩形的矩形的平行或垂直于图像的侧面的方向,将提取的线段段作为第一行段组,并从线段组中提取与第一线段组不同的多个线段。端点检测单元150检测图像的端部之间的四个交叉点,以及从对应于平行的方向或垂直于矩形的侧面的方向的线段中选择的两条线段,并且从获得的多个线段中提取通过使用仿射变换矩阵将不同的线段转换,其中第一线段组相对于图像的参考方向的角度用作旋转角度。相同的矩阵推断单元160基于仿射变换矩阵和基于参考图像中的四个交叉点和矩形的四个顶点之间的对应关系来计算几何变换矩阵。

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