Light estimation method for three-dimensional (3D) rendered objects

    公开(公告)号:US12299810B2

    公开(公告)日:2025-05-13

    申请号:US17846918

    申请日:2022-06-22

    Applicant: Snap Inc.

    Abstract: A method for applying lighting conditions to a virtual object in an augmented reality (AR) device is described. In one aspect, the method includes generating, using a camera of a mobile device, an image, accessing a virtual object corresponding to an object in the image, identifying lighting parameters of the virtual object based on a machine learning model that is pre-trained with a paired dataset, the paired dataset includes synthetic source data and synthetic target data, the synthetic source data includes environment maps and 3D scans of items depicted in the environment map, the synthetic target data includes a synthetic sphere image rendered in the same environment map, applying the lighting parameters to the virtual object, and displaying, in a display of the mobile device, the shaded virtual object as a layer to the image.

    NEURAL SHADING OF REFLECTIVE SURFACES
    8.
    发明公开

    公开(公告)号:US20240303902A1

    公开(公告)日:2024-09-12

    申请号:US18182117

    申请日:2023-03-10

    Applicant: SNAP INC.

    CPC classification number: G06T15/04 G06T15/005

    Abstract: The subject technology receives an object mesh, information related to a viewpoint for rendering an image of an object having a reflective surface, and a set of maps. The subject technology generates a rasterized RGB (Red Green Blue) image based on the object mesh, the viewpoint, and the set of maps. The subject technology generates, using a neural network model, an output image of the object with the reflective surface based at least in part on the rasterized RGB image and the viewpoint. The subject technology provides for display the output image of the object with the reflective surface on a display of a computer client device.

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