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Network virtual fitting system based on Kinect

A fitting system and network virtual technology, applied in image data processing, 3D modeling, instruments, etc., can solve the problems of difficult to reflect the texture of clothing and the three-dimensional effect of clothing, and the effect is limited, so as to achieve complete functions and improve fidelity. degree, good user experience

Pending Publication Date: 2021-04-13
赵书芳
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AI Technical Summary

Problems solved by technology

[0005] This virtual fitting method in the existing technology does have a certain effect, but it also has great disadvantages. For example, the final fitting effect mainly depends on the shooting level of the photographer and the production level of the image processing personnel. And the effect of this 2D plane fitting is very limited, it is difficult to reflect the texture of the clothing and the three-dimensional effect of dressing

Method used

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  • Network virtual fitting system based on Kinect

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Embodiment 1

[0027] A kind of network virtual fitting system based on Kinect, described fitting system comprises the following steps:

[0028] (1) Construct virtual clothing. Use 3D modeling software to build 3D clothing models, focus on 3D clothing modeling, and build human skeletons for 3D clothing; in addition, research on skinning algorithms for 3D clothing models with human skeletons; then import the models into Unity3D for further research Scene management lays the foundation for system development for subsequent work.

[0029] (2) Improvement of guided filtering algorithm for Kinect depth image. Aiming at the problem that the depth image collected by Kinect generally has the phenomenon of noise and void, which reduces the effect and accuracy of human motion tracking and recognition, this paper proposes a depth image filtering algorithm oriented to guided filtering. The guiding image of guided filtering adopts a double threshold processing method, and selects an appropriate thresho...

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Abstract

The invention relates to the technical field of computer information processing, in particular to a network virtual fitting system based on Kinect. Virtual-real fusion of a real world and virtual clothes is realized by deeply binding a three-dimensional model of the clothes with three-dimensional information of a human body, physical characteristics of clothes cloth are simulated, and the fidelity of virtual fitting is improved. In addition, the system controls a system interface through gesture recognition; secondly, the system also supports the user to photograph the fitting effect, so that the user can store and share the fitting effect, and finally, in a Unity 3D engine, the virtual fitting scene is published in a WebGL format, data transmission is performed by using related functions between the Unity 3D engine and the webpage to realize a webpage virtual fitting function, and in combination with an existing virtual fitting system, the defects of lack of 3D clothing display capability, incomplete matching functions and the like are overcome. The somatosensory virtual fitting system is good in user experience and complete in functions.

Description

technical field [0001] The invention relates to the technical field of computer information processing, in particular to a Kinect-based network virtual fitting system. Background technique [0002] With the rapid development of e-commerce, online shopping has become an indispensable part of people's daily life. E-commerce giants represented by shopping websites such as Taobao and Jingdong have gradually penetrated into people's daily life. More and more consumers are buying clothes on online shopping platforms. Changes in consumption habits have made online shopping a general trend, and traditional brick-and-mortar stores have suffered great impacts and challenges. [0003] Compared with traditional physical stores, e-commerce has many obvious advantages, such as convenient shopping, lower commodity prices, and convenient consumption information statistics. However, the core advantage of physical stores is a good customer experience. What is lacking. The emergence of soma...

Claims

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Application Information

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IPC IPC(8): G06T17/00G06T19/20
CPCG06T17/00G06T19/20
Inventor 赵书芳
Owner 赵书芳
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