Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Particle computer dynamic simulation method for 3D garment

A dynamic simulation, particle-based technology, applied in design optimization/simulation, calculation, special data processing applications, etc., can solve the problems of not considering speed and time step, difficult to obtain data, lack of simulation accuracy, etc.

Active Publication Date: 2017-02-15
NANJING UNIV
View PDF3 Cites 26 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

But first of all, a large amount of state data of the material to be simulated in various situations is required. These data need to be accurately measured, and the simulation method is used to simulate the clothes under these data. In actual situations, the data is difficult to obtain; the physics-based network The grid discretization simulation method actually models the motion through physical parameters, and can obtain very high accuracy without considering real-time performance. However, due to the influence of grid discretization and time discretization, the pursuit of real-time methods usually has The physical model has been greatly simplified, which has a great impact on the convergence and divergence of system operation; the position-based simulation method is a fast approximate simulation method, which is equivalent to a traditional physical simulation method with implicit motion equations , it crosses the velocity layer and directly calculates the position, which ensures the convergence of the system. However, because its solution does not consider the velocity and time step, it omits the solution of force and motion equations, and cannot be used for various physics The parameters are accurately described, so the accuracy of the simulation is lacking

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Particle computer dynamic simulation method for 3D garment
  • Particle computer dynamic simulation method for 3D garment
  • Particle computer dynamic simulation method for 3D garment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0107] The method of the present invention can be divided into five major steps, such as figure 1 Shown, including:

[0108] Step 1. Perform parametric human body modeling;

[0109] Step 2: Load the clothing model and construct the corresponding hierarchical mesh model;

[0110] Step 3: Particulate the human body surface mesh model;

[0111] Step 4: Free movement of the particle model;

[0112] Step 5. Perform self-collision of clothing, collision detection between multiple layers of clothing and human body;

[0113] Step 6. Perform constraint solving and update the particle model state.

[0114] The specific steps of the present invention are as follows:

[0115] 1) Carry out parametric human body modeling

[0116] 1-1. Obtain feature points and feature sizes on the surface of the human body. The specific acquisition method can be set by depth camera or manually

[0117] 1-2. Preprocess the acquired data;

[0118] 1-3. Each human body part is layered to build a surface grid, so it is necess...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a particle computer dynamic simulation method for a 3D garment, which realizes a fast and robust physical simulation effect through applying a hierarchical modeling and particle simulation method to a physical model of clothing and a human body. The method mainly comprises the steps of parameterized human body modeling, building a particle human model, building a hierarchical clothing model, and performing particle-based fast collision detection algorithm. The particle computer dynamic simulation method for the 3D garment provided by the invention improves on the basis of a position based simulation method, proposes to use a mesh reconstruction technology, standardizes the clothing mesh own form, and increases the robustness of a computing process; particles of different sizes and collision properties are used to realize a fast and robust discrete time point collision detection and processing method; a multi-level particle method is used, and a method of refining a surface and densely paving particles is introduced to prevent a phenomenon of passing through, thus a simulation effect of multi-layer clothing can be realized more truly; and a constraint solving method with priority is used, and the simulation effect can be realized by using fewer iterations.

Description

Technical field [0001] The invention relates to the technical field of computer graphics, and in particular to a method for implementing clothing simulation in the technical field of computer simulation. Background technique [0002] Virtual fitting is a hot issue in the field of virtual reality (Virtual Reality, VR). It combines virtual clothes calculated by a computer with actual images or videos of the human body, in order to realistically present the effect of human wearing clothes. Virtual fitting involves technologies related to many disciplines such as computer graphics and material physics, such as image recognition, human body modeling, and clothing simulation. And related issues such as virtual fitting have broad application prospects, such as movie CG special effects, real-time 3D games. Among these applications, online clothing shopping is undoubtedly the most important field of virtual fitting applications. Through virtual fitting, people can choose their own cloth...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06F17/50
CPCG06F30/23
Inventor 杨若瑜汤顺雷
Owner NANJING UNIV
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products