Human body three-dimensional modeling and measuring method based on computer vision intelligent technology

Abstract

The invention discloses a human body three-dimensional modeling and measuring method based on a computer vision intelligent technology. The method specifically comprises the steps of carrying out human body shape modeling; expressing the sample as a human body mathematical model; and learning the mapping from the two-dimensional plane picture to the three-dimensional human body model and the routing of the spatial curved surface to the body measurement size by using a deep learning technology. The invention belongs to the technical field of computers, and particularly provides a human body three-dimensional modeling and measuring method based on a computer vision intelligent technology. According to the method, the body shape of the human body can be photographed and measured through a single two-dimensional plane photo, front-side and side-side photos are not required to be used, the mapping from the two-dimensional plane photo to the three-dimensional human body model is realized byutilizing a deep learning technology. According to the method, traditional simple extraction of human body contours is replaced, body measurement data are calculated through fixed numbering three-dimensional space point sequences, body measurement paths are not searched for through geometrical characteristics, and real special Chinese mainland human body data are adopted instead of an European andAmerican human body model database.

Description

technical field [0001] The invention belongs to the field of computer technology, and specifically refers to a human body three-dimensional modeling and measurement method based on computer vision intelligence technology. Background technique [0002] The clothing industry has transitioned from scale and modelization to individualization and customization, so it is an inevitable choice for the entire industrial chain to become intelligent. At present, as an important part of the intelligentization of the clothing industry, the intelligent measuring body is a bottleneck that urgently needs to be broken through. [0003] Traditional tailor-style manual body measurement, based on a tape measure, relies on personal experience plus appropriate looseness, and the results of each person's measurement are different, and there is no scale effect. For the modern garment industry, the national standard 20 years ago has already It cannot meet the size requirements of the current crowd,...

AI Technical Summary

Problems solved by technology

[0012] To sum up, this technology uses AI to only cut out photos, and the subsequent model learning still adopts traditional RBF neural network technology. The sample data uses European and American human body databases, which are not suitable for Asian body types. distribution, and has certain requirements for the human body's dressing, and cannot completely break away from the ideal requirements of no-clean body (tight-fitting) restrictions

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