The invention discloses an intelligent optimization
processing system and method for an embroidery pattern, and relates to the technical field of
pattern processing. When the
system runs, embroidery pattern data are collected from multiple sources, key feature points and line information of the pattern are recognized and extracted, feature analysis is performed on the embroidery pattern, and according to different embroidery requirements, the embroidery pattern is subjected to intelligent optimization
processing; the method comprises the following steps: segmenting a pattern into a plurality of regions, obtaining pattern feature points, calculating an embroidery
path length L by adopting an optimization
algorithm based on the segmented pattern regions, ensuring the minimization of an embroidery stitch and the smoothness and coherence of the whole pattern, and automatically adjusting parameters of an embroidery
machine according to the complexity and density of the pattern and the attribute of a selected material. The method comprises the following steps: performing analogue
simulation on an optimized embroidery path and parameters, pre-estimating an effect after embroidery is completed, calculating to obtain an embroidery pattern quality prediction index Cyzl, performing threshold comparison according to a calculation result to obtain quality prediction grade evaluation, proposing an optimization suggestion, and generating a final embroidery pattern file.