Three-dimensional virtual fitting method based on garment pictures

Abstract

The invention relates to a three-dimensional virtual fitting method based on garment pictures. The three-dimensional virtual fitting method includes inputting data on the basis of the garment pictures, extracting information of garments in the garment pictures according to skeleton of a manikin and setting attributes of the garments, building a three-dimensional garment mesh model according to combination of a machine learning algorithm and a stitch self-inductance algorithm, and finally mapping patterns and figures of the garments to the three-dimensional garment mesh model one by one so as to complete three-dimensional physical simulation. The three-dimensional virtual fitting method can solve problem that virtual fitting experience is poor and the like caused by excessive two-dimensional garment templates, difficulty in acquiring professional design knowledge and complicated setting of stitch information, enhances sense of reality and expression of garment models, and accordingly is significant in improving virtual three-dimensional garment modeling quality and users' experiences.

Description

technical field [0001] The invention relates to a three-dimensional virtual fitting method based on clothing pictures. Background technique [0002] With the rapid development of clothing e-commerce, people are not satisfied with simple text introduction and picture display. There is a higher demand for the interactivity and authenticity of clothing product display. The 3D fitting system not only saves people the trouble of going to various shopping malls to pick clothes and try them on, but also improves the matching of clothes during the fitting process. The understanding of Tao is very beneficial. In recent years, with the development of natural human-computer interaction technology, virtual fitting rooms have received extensive attention and research. Different from the traditional picture display, the virtual fitting room is more convenient to operate and more natural to interact with, thus bringing users a brand-new shopping experience. [0003] The method combines ...

AI Technical Summary

Problems solved by technology

[0006] In the process of implementing the 3D virtual fitting system, due to the large number of 2D clothing samples, the difficulty in obtaining professional design knowledge, the complicated setting of stitching information, and the time-consuming and labor-intensive hand-painted information, etc. It is difficult to obtain a good experience in the process of 3D virtual fitting. In addition, there will be problems such as consuming a lot of time for physical simulation, unable to correctly and effectively generate 3D clothing models, and reducing the realism and expressiveness of clothing models.

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