Research on auto-generation method of pattern sizes of suit sleeve based on BP artificial neutral network
Yingmei Xing · Journal of Henan Institute of Engineering · 2012
In this paper,the body data are gathered by three dimensional human body scanning technology,according to the method of suit sleeve pattern design.And then the BP ANN model is built to auto-generate the pattern sizes of suit sleeve,through training the ANN model.By contrasting of the forecasting value and actual value,and analyzing the effect of trial sample,it is confirmed that it is feasible for the BP artificial neutral network method to auto-generate the pattern sizes of suit sleeve.Furthermore,smart pattern design system which could auto-generate garment pattern through 3D human body data,could be developed based on this method.