GENERATING TRAINING DATATSET
    1.
    发明公开

    公开(公告)号:US20240221176A1

    公开(公告)日:2024-07-04

    申请号:US18400517

    申请日:2023-12-29

    Abstract: A computer-implemented method for generating a training dataset. The training dataset includes training patterns each including a 3D point cloud of a respective travelable environment. The generating method includes, for each 3D point cloud, obtaining a 3D surface representation of the respective travelable environment, determining a traveling path inside the respective travelable environment, and, generating a virtual scan of the respective travelable environment along the traveling path, thereby obtaining the 3D point cloud. Such a method forms an improved solution for generating a training dataset of 3D point clouds.

    POSITIONING AN INPUT 3D OBJECT IN AN INPUT 3D SCENE

    公开(公告)号:US20250029347A1

    公开(公告)日:2025-01-23

    申请号:US18776159

    申请日:2024-07-17

    Inventor: Ana MARCUSANU

    Abstract: A computer-implemented method for automatically positioning an input 3D object representing a real object in an input 3D scene representing a room. The method includes obtaining a dataset having information about objects of a plurality of rooms. The method includes executing computer program instructions that cause attempting to identify first, second and/or third pairs. The method includes outputting one or more pairs among the set consisting of each identified pair and the counts of the one or more identified pairs. The method includes, for each outputted pair, determining a respective position of the input 3D object in the input 3D scene. The method includes positioning the input 3D object according to the respective position determined for one of the one or more outputted pairs. The method improves the positioning of an input 3D object in an input 3D scene.

    METHOD FOR AUTOMATICALLY FURNISHING A 3D ROOM BASED ON USER PREFERENCES

    公开(公告)号:US20230076988A1

    公开(公告)日:2023-03-09

    申请号:US17894498

    申请日:2022-08-24

    Abstract: A computer-implemented method for automatically furnishing a 3D room based on user preferences including obtaining at least one spatial relations graph of a virtual 3D room and a set of user preferences, converting the set of user preferences into a set of target parameters, computing, for each spatial relations graph: a set of Key Performance Indicator values, and a KPI distance, automatically selecting at least one most promising spatial relations graph, instantiating the most promising spatial relations graph into the 3D room to be furnished, displaying the furnished virtual 3D room proposal to the user, receiving an update of the user preferences, and reiterating until a stopping criterion is fulfilled.

    METHOD FOR AUTOMATICALLY FURNISHING A VIRTUAL 3D ROOM

    公开(公告)号:US20220335171A1

    公开(公告)日:2022-10-20

    申请号:US17658187

    申请日:2022-04-06

    Abstract: A computer-implemented method for automatically providing at least a template of a furnished virtual 3D room including 3D elements, including, for each furnished virtual 3D room: automatically extracting a spatial relations graph based on spatial relations between the 3D elements of the 3D room, said 3D elements including 3D architectural elements and 3D furnishing objects located in the furnished virtual 3D room, automatically extracting at least one zone from the 3D room based on the spatial relations graph, and extracting a set of constraints about a relative arrangement of said zone with respect to the room architecture or with respect to other zones of the 3D room, a zone being defined by a local spatial arrangement of at least one 3D furnishing object, and storing a template of the furnished virtual 3D room, said template including said zone and said set of constraints.

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