The invention discloses a method for extracting a multi-prime interface based on point collective elements, which comprises the following steps: step 1, acquiring
point cloud data of an image, and carrying out
Gaussian filter denoising; step 2, converting a
point set based on a spherical neighborhood, and highlighting a
demarcation point; step 3, calculating the minimum circumscribed ball parameter, obtaining the minimum circumscribed ball
point set, and utilizing the spherical point to shrink to obtain a single interface; step 4, calculating the minimum circumferential ball parameters again,obtaining the minimum circumferential ball
point set, and dividing the multi-partition interfaces by utilizing the spherical point shrinkage sequence. A
Gaussian filter is used for denoise in that multi-quality interface extraction method of the invention, so the
correctness of the model in the
processing process is ensured and the influence of the
noise point is reduced. Through the weighted boundary point highlighting method, the purpose of reasonable use of neighborhood information is better ensured, the boundary point is accurately demarcated, the problem of unclear interface caused by neighborhood influence is solved, and the veracity of boundary point judgment is better ensured in the model
processing.