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Systems and methods for 3D image distification

專利號(hào)
US11176414B1
公開日期
2021-11-16
申請(qǐng)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(shuō)明書

A problem exists with the amount of different file formats and image types. Specifically, while the use, functionality, and underlying data structures of the various image and video formats are typically transparent to a common consumer, the differences in the compatibility of the various formats and types creates a problem for computer systems or other electronic devices that need to analyze or otherwise coordinate the various differences among the competing formats and types for specific applications. This issue is exacerbated because different manufacturers of the camera and/or video devices use different types or formats of image and video files. This combination of available different file formats and types, together with various manufacturer's decisions to use differing file formats and types, creates a vast set of disparate image and video files and data that are incompatible and difficult to interoperate for specific applications.

BRIEF SUMMARY

Accordingly, there is a need for systems and methods to provide compatibility, uniformity, and interoperability among the various image file formats and types. For example, certain embodiments disclosed herein address issues that derive from the complexity and/or size of the data formats themselves. For example, a 3D file, such as a PLY file can have tens-of-thousands numbers of 3D points to describe a 3D image. Such a fine level of granularity may not be necessary to analyze the 3D image to determine, for example, items of interest within the 3D image, such as, for example, human features or behaviors identifiable in the 3D image.

權(quán)利要求

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