REPRESENTING 3D SHAPES WITH PROBABILISTIC DIRECTED DISTANCE FIELDS

    公开(公告)号:US20230154102A1

    公开(公告)日:2023-05-18

    申请号:US17984521

    申请日:2022-11-10

    CPC classification number: G06T15/06 G06T15/10

    Abstract: The present disclosure provides methods, apparatuses, and computer-readable mediums for representing shapes with probabilistic directed distance fields. In some embodiments, a method includes obtaining a camera representation and a latent shape vector representation of a scene. The camera representation indicates position information and direction information of a view of the scene. The method further includes calculating, based on the latent shape vector representation of the scene, a visibility score and a depth for each ray of a plurality of rays emanating from a corresponding plurality of positions and directions. The plurality of positions and directions are determined from the camera representation of the scene. The method further includes generating renders of geometric information of the scene using the visibility score and the depth of the plurality of rays.

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