The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 04, 2022

Filed:

Nov. 22, 2019
Applicant:

Bayerische Motoren Werke Aktiengesellschaft, Munich, DE;

Inventors:

Maximilian Doemling, Shanghai, CN;

Sebastian Granzow, Kirchheim, DE;

Wanli Jiang, Shanghai, CN;

Qianshan Li, Shanghai, CN;

Jianpeng Li, Suzhou, CN;

Shuhan Lv, Shanghai, CN;

Hongshan Xu, Shanghai, CN;

Tao Xu, Shanghai, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/143 (2017.01); G06T 7/187 (2017.01); G06T 7/11 (2017.01); G06T 7/60 (2017.01); G06T 17/00 (2006.01); G06T 17/05 (2011.01);
U.S. Cl.
CPC ...
G06T 7/143 (2017.01); G06T 7/11 (2017.01); G06T 7/187 (2017.01); G06T 7/60 (2013.01); G06T 17/005 (2013.01); G06T 17/05 (2013.01); G06T 2207/10028 (2013.01); G06T 2207/30252 (2013.01);
Abstract

A computer-implemented method for representing environmental elements includes receiving scan data comprising at least a point cloud representing at least an environmental element from a sensor, segmenting the point cloud into point clusters, and partitioning the point clusters into hierarchical grids. The method also includes establishing a Gaussian distribution for points in each cell of each of the hierarchical grids, and constructing a Gaussian Mixture Model based on the Gaussian distribution for representing the environmental element.


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