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Systems and methods for 3D image distification

專利號
US11176414B1
公開日期
2021-11-16
申請人
STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY（US IL Bloomington）
發(fā)明人
Elizabeth Flowers; Puneit Dua; Eric Balota; Shanna L. Phillips
IPC分類
G06K9/62; G06K9/42; G06K9/00
技術領域
3d,2d,image,images,or,computing,matrix,in,2d3d,model
地域： IL IL Bloomington

摘要

Systems and methods are described for Distification of 3D imagery. A computing device may obtain a three dimensional (3D) image that includes rules defining a 3D point cloud used to generate a two dimensional (2D) image matrix. The 2D image matrix may include 2D matrix point(s) mapped to the 3D image, where each 2D matrix point can be associated with a horizontal coordinate and a vertical coordinate. The computing device can generate an output feature vector that includes, for at least one of the 2D matrix points, the horizontal coordinate and the vertical coordinate of the 2D matrix point, and a depth coordinate of a 3D point in the 3D point cloud of the 3D image. The 3D point can have a nearest horizontal and vertical coordinate pair that corresponds to the horizontal and vertical coordinates of the at least one 2D matrix point.

說明書

The data structures can be transmitted, received, stored, and used by a variety of computing devices. For example, the output data structures can be transmitted to any of the computing devices, e.g., computers, servers, or mainframes, described with respect to FIG. 2. In some embodiments, such output data structures can be analyzed when received or, in other embodiments, can be stored by such computing devices for later use or analysis. In other embodiments, the output data structures can be displayed by user or client devices, such as the computing devices, for example, tablet 204, smart phone 206, personal data assistant 208, laptop 224, or a display device (not shown) associated with servers 220 or mainframes 222.

Moreover, the output data structures and driver risk factors can be used in a variety of applications. For example, the driver risk factors can be used in consumer discount programs. In one embodiment, a driver with a lower risk factor may receive a greater discount on an insurance product or premium than a driver with a higher risk factor.

權利要求

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