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. 10, 2023

Filed:

Mar. 23, 2020
Applicant:

Uatc, Llc, San Francisco, CA (US);

Inventors:

Ming Liang, Toronto, CA;

Bin Yang, Toronto, CA;

Yun Chen, Toronto, CA;

Raquel Urtasun, Toronto, CA;

Assignee:

UATC, LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 5/04 (2006.01); G01S 17/931 (2020.01); B60W 60/00 (2020.01); G05D 1/00 (2006.01); G05D 1/02 (2020.01); G01S 17/89 (2020.01);
U.S. Cl.
CPC ...
B60W 60/00272 (2020.02); G01S 17/89 (2013.01); G01S 17/931 (2020.01); G05D 1/0088 (2013.01); G05D 1/0221 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); B60W 2420/52 (2013.01); G05D 2201/0213 (2013.01);
Abstract

Systems, methods, tangible non-transitory computer-readable media, and devices associated with object perception and prediction of object motion are provided. For example, a plurality of temporal instance representations can be generated. Each temporal instance representation can be associated with differences in the appearance and motion of objects over past time intervals. Past paths and candidate paths of a set of objects can be determined based on the temporal instance representations and current detections of objects. Predicted paths of the set of objects using a machine-learned model trained that uses the past paths and candidate paths to determine the predicted paths. Past path data that includes information associated with the predicted paths can be generated for each object of the set of objects respectively.


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