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. 10, 2026

Filed:

Mar. 14, 2025
Applicant:

Samsara Inc., San Francisco, CA (US);

Inventors:

Rohit Annigeri, Santa Clara, CA (US);

Sharan Srinivasan, Campbell, CA (US);

William Nathan Hurst, Seattle, WA (US);

Akshay Raj Dhamija, Campbell, CA (US);

Shreyas Patil, Wilmington, CA (US);

Kevin Lai, Redmond, WA (US);

Paul Savastinuk, Bainbridge Island, WA (US);

William Evan Welbourne, Seattle, WA (US);

Abner Ayala Acevedo, Clarksville, TN (US);

Assignee:

Samsara Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/58 (2022.01); G06T 7/246 (2017.01); G06T 7/55 (2017.01); G06V 10/70 (2022.01); G06V 20/40 (2022.01); G08G 1/16 (2006.01);
U.S. Cl.
CPC ...
G06V 20/58 (2022.01); G06T 7/246 (2017.01); G06T 7/55 (2017.01); G06V 10/70 (2022.01); G06V 20/40 (2022.01); G08G 1/166 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/30196 (2013.01); G06T 2207/30241 (2013.01); G06T 2207/30252 (2013.01);
Abstract

Methods, systems, and computer programs are presented to detect potential collisions of vehicles with a Vulnerable Road User (VRU). The provided solution includes a system designed to detect and warn against potential collisions with vulnerable road users (VRUs) using a combination of hardware and software components. The system employs one or more cameras installed on a vehicle to monitor the surrounding environment. These cameras capture image frames, which are processed by an onboard model to estimate potential collisions through trajectory analysis. In one aspect, the trajectory estimation includes using a bird's eye view transformation, which provides a top-down perspective of the scene to aid in trajectory estimation. Camera parameters are personalized per installation by determining a transformation matrix used to derive the bird's eye view.


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