Amazon technologies, inc. (20240202809). OUTFIT SIMULATION USING LAYER MASK simplified abstract

OUTFIT SIMULATION USING LAYER MASK

Organization Name

amazon technologies, inc.

Inventor(s)

Benjamin James Biggs of San Francisco CA (US)

Philip Pinette of Seattle WA (US)

Charu Kothari of San Jose CA (US)

Caitlin Isaac Cagampan of Pasadena CA (US)

Gerard Guy Medioni of Los Angeles CA (US)

Achal Dushyant Dave of San Francisco CA (US)

Scott Chenghui Sun of Milpitas CA (US)

OUTFIT SIMULATION USING LAYER MASK - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240202809 titled 'OUTFIT SIMULATION USING LAYER MASK

The abstract describes a method that involves creating a virtual model of a human body based on an image and generating a segment of clothing based on another image. A layer mask is then generated to determine how output pixels of an output image should be produced, and the output image displays the clothing on the human body.

• Virtual model of human body generated based on selected image
• Segment of clothing generated based on selected image
• Layer mask created to determine output pixel production in output image
• Output image shows clothing on human body in selected image

Potential Applications: - Virtual fitting rooms for online shopping - Custom clothing design and visualization - Fashion design and prototyping

Problems Solved: - Inaccurate sizing and fit when shopping online - Difficulty visualizing custom clothing designs - Costly and time-consuming fashion prototyping

Benefits: - Enhanced online shopping experience - Improved accuracy in custom clothing design - Cost and time savings in fashion industry

Commercial Applications: Title: Virtual Fitting Room Technology for Enhanced Online Shopping This technology can be utilized by e-commerce platforms, fashion designers, and clothing manufacturers to provide customers with a more interactive and personalized shopping experience. It can streamline the design process and reduce the need for physical prototypes, saving time and resources.

Prior Art: Researchers in the field of computer vision and augmented reality have explored similar technologies for virtual try-on experiences in the fashion industry. Companies like Amazon and Gap have also developed virtual fitting room applications.

Frequently Updated Research: Ongoing research in computer vision and machine learning is continuously improving the accuracy and realism of virtual try-on technologies. Stay updated on advancements in 3D modeling and rendering techniques for virtual clothing visualization.

Questions about Virtual Fitting Room Technology: 1. How does this technology impact the traditional retail shopping experience? This technology revolutionizes the way customers shop by providing a more interactive and personalized experience, especially in the online retail sector.

2. What are the potential privacy concerns associated with virtual fitting room technology? Privacy concerns may arise regarding the collection and storage of personal body measurements and images for virtual try-on purposes. Companies must address these concerns through transparent data handling practices.

Original Abstract Submitted

a method includes generating a virtual model of a human body based at least in part on a selected image of the human body and generating a segment of an article of clothing based at least in part on a selected image of the article of clothing. the method also includes generating a layer mask indicating whether a plurality of output pixels of an output image should be produced according to the image of the human body, the image of the shirt, or the image of the pair of pants and producing the plurality of output pixels of the output image according to the layer mask. the output image shows the article of clothing on the human body in the selected image of the human body.