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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(shù)領(lǐng)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 2D image matrix 402 can include a number of horizontal and vertical coordinates, which are defined by the dimensions and points of the 2D image matrix. For example, as shown for FIG. 4, 2D image matrix 402 includes horizontal coordinates X1 (430), X2 (432) and Xe (434), where Xe defines the “end” X coordinate of the horizontal axis of the 2D image matrix. Similarly, 2D image matrix 402 includes vertical coordinates Y1 (430), Y3 (440) and Ye-1 (442), where Ye-1 defines the coordinate just before the “end” Y coordinate of the vertical axis of the 2D image matrix.

2D matrix points can be formed where each of the horizontal coordinates and vertical coordinates intersect in the 2D image matrix 402. For example, 2D matrix point 430 is formed by the intersection of horizontal coordinate X1 and vertical coordinate Y1. Similarly, 2D matrix point 442 is formed by the intersection of horizontal coordinate Xe and vertical coordinate Ye-1.

As depicted in FIG. 4, one or more 2D matrix points may map directly to corresponding 2D coordinates of the raw 3D image 404. For example, as indicated by the arrow, a 2D point 410 associated with raw 3D image 404 maps directly to point (X4, Y1) of the 2D image matrix 402. In another example, a 2D point 412 maps directly to point (X8, Y2) of the 2D image matrix 402. In another example, a 2D point 414 maps directly to point (X17, Y3) of the 2D image matrix 402.

權(quán)利要求

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