Automatic clothing size measurement system and method based on machine vision

Abstract

The invention discloses an automatic clothing size measurement system based on machine vision. The system comprises a model acquisition subsystem, a spatial modeling subsystem, a model fusion subsystem, a spatial measurement subsystem and a parameter output subsystem, the output ends of the model acquisition subsystem and spatial modeling subsystem are connected with the model fusion subsystem, the model fusion subsystem is in feedback connection with the spatial modeling subsystem, the output end of the model fusion subsystem is connected with the spatial measurement subsystem, and the outputend of the spatial measurement subsystem is connected with the parameter output subsystem. Meanwhile, the invention also provides an automatic clothing size measurement method based on the machine vision. According to the system and the method, the design is reasonable, the characteristic parts of a 3D human body model are converted to a plane by introducing a reference comparison model, and measurement of the size information of the characteristic parts is carried out through software, so that deviation generated in a manual measurement process is avoided. The precision of clothing size measurement is improved, and automated measurement improves the efficiency of measuring clothing size.

Description

technical field [0001] The invention relates to the technical field of clothing measurement, in particular to a machine vision-based automatic clothing size measurement system and method. Background technique [0002] Machine vision is a rapidly developing branch of artificial intelligence. Simply put, machine vision is the use of machines instead of human eyes for measurement and judgment. The machine vision system converts the captured target into an image signal through the machine vision product (that is, the image capture device, which is divided into CMOS and CCD), and transmits it to a dedicated image processing system to obtain the shape information of the captured target. According to the pixel distribution and Brightness, color and other information are converted into digital signals; the image system performs various operations on these signals to extract the characteristics of the target, and then controls the on-site equipment actions according to the results o...

AI Technical Summary

Problems solved by technology

In daily life, the measurement of clothing size often adopts manual measurement. During the measurement process, it is affected by factors such as the bending of the measuring tape, the degree of tightness, and the error of manual measurement, resulting in a certain deviation in the size measurement of clothing. In addition, manual measurement Low efficiency, there are certain defects

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