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.
Patent No.:
Date of Patent:
Jun. 02, 2026
Filed:
May. 07, 2024
Vigilant Solutions, Llc, Livermore, CA (US);
Pietro Russo, Melrose, MA (US);
William Fincannon, Allen, TX (US);
Phong Quang Dinh, Ho Chi Minh, VN;
VIGILANT SOLUTIONS, LLC, Livermore, CA (US);
Abstract
A vehicle identification system includes at least one camera configured to capture a color image and a monochrome image, each in respect of at least a portion of a vehicle. At least one electronic storage medium stores program instructions executable by an at least one processor to cause it to perform establishing a first machine learning model to process the color image for first object classification feature(s) corresponding to the vehicle. An accuracy confidence of the first object classification with respect to at least one of the feature(s) is determined. A second machine learning model processes, when the determined accuracy confidence is less than a predefined threshold, a combination of the color image along with the monochrome image, or along with a depth image derived at least in part from the monochrome image, for second object classification of the at least one of the feature(s).