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] Now in conjunction with embodiment, accompanying drawing, the present invention will be further described:
[0060] Such as figure 1 Shown: the present invention provides a kind of elbow reconstruction based on point cloud data and margin calculation method, comprises the following steps:
[0061] S1: Obtain the point cloud data of the bent pipe through the 3D scanner and input it to the computer;
[0062] S2: Calculate the normal information of the elbow point cloud;
[0063] Establish a kd-tree data structure for the measured point set, and search the k nearest neighbor points of the sample point as the neighborhood point set Q. For the sample point, use its k-nearest neighbor point set to fit the weighted least squares plane as the tangent plane at the point.
[0064] First calculate the centroid of the tangent plane, that is
[0065]
[0066] Then PCA algorithm is used to calculate the normal vector of the tangent plane. It includes constructing the weighted...
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