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:
Jul. 21, 2026

Filed:

May. 06, 2024
Applicant:

The Government of the United States of America, As Represented BY the Secretary of the Navy, Arlington, VA (US);

Inventors:

Steven M. Dennis, Covington, LA (US);

Christopher J. Michael, Covington, LA (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06V 10/778 (2022.01); G06V 10/44 (2022.01); G06V 10/77 (2022.01); G06V 10/771 (2022.01); G06V 20/10 (2022.01);
U.S. Cl.
CPC ...
G06V 10/7788 (2022.01); G06V 10/449 (2022.01); G06V 10/771 (2022.01); G06V 10/7715 (2022.01); G06V 20/10 (2022.01);
Abstract

A method that includes receiving a set of one or more images, each having one or more sets of pixels, receiving a ground truth value that a vertex point associated with a transition between two regions in a respective set of pixels, identifying a machine placement candidate vertex point for a first set of pixels, determining a set of one or more selected candidate features in the set of candidate features that maximizes an objective function that identifies an accuracy of the identified machine placement candidate vertex point compared to the respective ground truth for a respective set of pixels, updating a set of one or more basis features by adding the set of one or more selected candidate features that maximizes the objective function, and training a machine learning model based on the updated set of one or more basis features to identify additional vertex points for a transition.


Find Patent Forward Citations

Dennis, Steven. (2026). Method and system for optimization of a human-machine team for geographic region digitization (U.S. Patent No. 12688683). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12688683

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…