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:
Aug. 13, 2024

Filed:

Dec. 14, 2020
Applicant:

Zoox, Inc., Foster City, CA (US);

Inventors:

Gowtham Garimella, Burlingame, CA (US);

Jefferson Bradfield Packer, San Francisco, CA (US);

Aaron Huang, Foster City, CA (US);

Assignee:

Zoox, Inc., Foster City, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B60W 60/00 (2020.01); B60W 30/18 (2012.01); G06F 18/214 (2023.01); G06F 18/2415 (2023.01); G06N 20/00 (2019.01); B60W 50/00 (2006.01);
U.S. Cl.
CPC ...
B60W 60/0027 (2020.02); B60W 30/18159 (2020.02); B60W 30/18163 (2013.01); G06F 18/214 (2023.01); G06F 18/2415 (2023.01); G06N 20/00 (2019.01); B60W 2050/0075 (2013.01); B60W 2554/80 (2020.02); B60W 2556/45 (2020.02);
Abstract

Techniques are discussed for interaction probabilities associated with regions of an environment around a vehicle. An interaction probability of a region may indicate a likelihood an object positioned at the region will interact with the vehicle. A top-down multi-channel image representing a top-down view of the environment and objects therein may be generated and input to a machine learned (ML) model. The ML model may output a probability map, a portion of the probability map comprising a region and an interaction probability associated with the region that indicates a likelihood objects positioned at the region will interact with the vehicle. A priority for resource assignment or analysis may be determined based on the interaction probability for an object positioned in the region. Control of the vehicle may be performed based at least in part on the priority for resource assignment or analysis.


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