Meta platforms technologies, llc (20240320917). DIFFUSION BASED CLOTH REGISTRATION simplified abstract

DIFFUSION BASED CLOTH REGISTRATION

Organization Name

meta platforms technologies, llc

Inventor(s)

Shunsuke Saito of Pittsburgh PA (US)

Jingfan Guo of Minneapolis MN (US)

Chenglei Wu of Pittsburgh PA (US)

Fabian Andres Prada of Pittsburgh PA (US)

Donglai Xiang of Pittsburgh PA (US)

Javier Romero of Madrid (ES)

Takaaki Shiratori of Pittsburgh PA (US)

Hyun Soo Park of St. Paul MN (US)

DIFFUSION BASED CLOTH REGISTRATION - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240320917 titled 'DIFFUSION BASED CLOTH REGISTRATION

The patent application describes a method and system for cloth registration to enhance the modeling of clothes, particularly focusing on wrinkle-accurate cloth registration.

• Obtaining an input scan of clothing in motion.
• Generating a mesh representing the cloth in the scan using a diffusion-based shape prior.
• Registering a model of the cloth from the scan through a guidance process involving guiding deformation based on a coarse registration signal and the distance between points in the mesh and a template mesh.

Potential Applications: - Fashion design and virtual fitting rooms - Animation and special effects in the film industry - Virtual reality and augmented reality applications

Problems Solved: - Improving the accuracy of cloth modeling - Enhancing realism in virtual environments - Streamlining the process of creating digital clothing designs

Benefits: - Increased efficiency in cloth registration - Enhanced visual quality in virtual simulations - Improved user experience in virtual fitting applications

Commercial Applications: Title: Enhanced Cloth Modeling Technology for Fashion and Entertainment Industries This technology can be utilized in fashion design software, virtual fitting room applications, and entertainment industry for creating realistic cloth simulations in animations and special effects.

Questions about Cloth Registration Technology: 1. How does this technology improve the accuracy of cloth modeling? - This technology utilizes a diffusion-based shape prior and a guidance process to register cloth models accurately, capturing details like wrinkles and folds effectively.

2. What are the potential applications of this cloth registration technology? - The technology can be applied in fashion design, animation, virtual reality, and augmented reality for creating realistic cloth simulations and enhancing user experiences.

Original Abstract Submitted

a method and system for cloth registration to improve modeling clothes by providing, for example, wrinkle-accurate cloth registration. the method includes obtaining an input scan of clothing in motion. the method includes generating a mesh representing the cloth in the scan based on a diffusion-based shape prior. the method includes registering a model of the cloth from the scan using a guidance process including at least: guiding deformation of the clothing based on a coarse registration signal based on the mesh and guiding the deformation of the clothing based on a distance between points in the mesh and a template mesh.