Elbow reconstruction and allowance calculation method based on point cloud data
A technology of point cloud data and calculation method, which is applied in calculation, image data processing, complex mathematical operation, etc. It can solve the problems of not being able to obtain the characteristic parameters of the elbow, and not calculating the geometric center of the end face of the elbow, so as to ensure the final smooth construction. , Improve assembly accuracy and assembly efficiency, and the effect of high-precision 3D reconstruction
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[0059] The present invention will now be further described in conjunction with the embodiments and drawings:
[0060] Such as figure 1 Shown: The present invention provides a method for reconstruction and margin calculation of elbows based on point cloud data, including the following steps:
[0061] S1: Obtain the elbow point cloud data through a 3D scanner and input it into the computer;
[0062] S2: Calculate the normal information of the elbow point cloud;
[0063] A kd-tree data structure is established for the point set to be measured, and k neighboring points of the sample points are searched as the neighborhood point set Q. For the sample point, use its k-nearest neighbor point set, and fit the weighted least squares plane as the tangent plane at this point.
[0064] First calculate the centroid of the tangent plane, that is
[0065]
[0066] Then use the PCA algorithm to calculate the normal vector of the tangent plane. Including the construction of the weighted covariance matr...
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