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:
Apr. 09, 2024

Filed:

Jun. 11, 2021
Applicant:

Ford Global Technologies, Llc, Dearborn, MI (US);

Inventors:

Faizan Shaik, Farmington Hills, MI (US);

Medha Karkare, Canton, MI (US);

Robert Parenti, Dearborn, MI (US);

Assignee:

Ford Global Technologies, LLC, Dearborn, MI (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/25 (2023.01); G01S 7/41 (2006.01); G01S 13/86 (2006.01); G06F 18/211 (2023.01); G06N 20/00 (2019.01); G06V 20/59 (2022.01);
U.S. Cl.
CPC ...
G06F 18/253 (2023.01); G01S 7/417 (2013.01); G01S 13/867 (2013.01); G06F 18/211 (2023.01); G06N 20/00 (2019.01); G06V 20/593 (2022.01);
Abstract

Sensor fusion is performed for efficient deep learning processing. A camera image is received from an image sensor and supplemental sensor data is received from one or more supplemental sensors, the camera image and the supplemental sensor data including imaging of a cabin of a vehicle. Regions of interest in the camera image are determined based on one or more of the camera image or the supplemental sensor data, the regions of interest including areas of the camera image flagged for further image analysis. A machine-learning model is utilized to perform object detection on the regions of interest of the camera image to identify one or more objects in the camera image. The objects are placed into seating zones of the vehicle.


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