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:
Feb. 08, 2022

Filed:

Aug. 07, 2019
Applicant:

Here Global B.v., Eindhoven, NL;

Inventor:

Shubhabrata Roy, Geldrop, NL;

Assignee:

HERE GLOBAL B.V., Eindhoven, NL;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06K 9/46 (2006.01); G06T 7/11 (2017.01); G06K 9/62 (2006.01); G01S 17/89 (2020.01); G01S 17/58 (2006.01); G01S 17/93 (2020.01);
U.S. Cl.
CPC ...
G06K 9/4604 (2013.01); G01S 17/58 (2013.01); G01S 17/89 (2013.01); G06K 9/6267 (2013.01); G06T 7/11 (2017.01); G01S 17/93 (2013.01); G05B 2219/35152 (2013.01);
Abstract

Provided herein is a method, apparatus, and computer program product for classifying objects as static objects or dynamic objects based on point cloud data. Methods may include: receiving point cloud data representative of an environment; computing voxel sequences from the point cloud data; extracting voxel-wise semantic features from the voxel sequences; modeling voxel-wise temporal changes based on the voxel-wise semantic features; and classifying objects in the environment as dynamic objects or static objects based on the modeled voxel-wise temporal changes. Computing voxel sequences from the point cloud data may include using a voxel cloud connectivity segmentation method to group voxels in point clouds into perceptually meaningful regions.


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