Point cloud registration method based neighbourhood rotary volume
A point cloud registration and neighborhood point technology, applied in the field of 3D images, can solve the problems of many iterations, poor noise resistance, slow convergence speed, etc.
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[0053] The present invention will be described in further detail below in conjunction with the accompanying drawings and embodiments.
[0054] At present, in order to improve the efficiency of point cloud registration, reduce the number of iterations in the registration process, and solve the problem of poor noise resistance, many methods first register the key points of the point cloud in order to complete the registration between the two point clouds. Coarse registration, so that the two point clouds have a good initial position, and then use ICP or its improved algorithm to fine-register the point clouds, so as to ensure the correct and complete 3D point cloud model. In the point cloud registration process of the present invention, the key points of the two point clouds are also firstly extracted, and the key points of the point clouds are first registered to complete the rough registration between the two point clouds, and then use ICP or Its improved algorithm performs fi...
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