SYSTEM AND METHOD FOR RECONSTRUCTING A 3D HUMAN BODY UNDER CLOTHING

    公开(公告)号:US20210375045A1

    公开(公告)日:2021-12-02

    申请号:US17115697

    申请日:2020-12-08

    Applicant: VIETTEL GROUP

    Abstract: The invention presents a system and a method for digitizing body shape from dressed human image using machine learning and optimization techniques. The invention is able to rapidly and accurately reconstruct human body shape without using costly, bulky and hazardous 3D scanners. Firstly, the system reconstructing human body shape from the dressed human image includes 2 main modules and 2 supplementary blocks, which are: (1) Input Block, (2) Pre-Processing Module, (3) Optimization Module, (4) Output Block. In which, the Pre-Processing Module comprises 4 blocks: (1) Image Standardization, (2) Clothes Classification and Segmentation, (3) Human Pose Estimation, (4) Cloth-Skin Displacement Model. The Optimization Modules comprises 2 blocks: (1) Human Parametric Model, (2) Human Parametric Optimization. Secondly, the method for reconstructing body shape from dressed human image includes 4 steps: (1) Collecting dressed human images, (2) Standardizing and extracting image information, (3) Parameterizing and optimizing human shape, (4) Displaying human body shape.

Patent Agency Ranking