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:
Jun. 27, 2023

Filed:

Dec. 11, 2020
Applicant:

Massachusetts Institute of Technology, Cambridge, MA (US);

Inventors:

Andres Mauricio Muñoz Delgado, Leamington Spa, GB;

Bryan L. Reimer, Newton, MA (US);

Joonbum Lee, Seattle, WA (US);

Linda Sala Angell, Grosse Pointe Farms, MI (US);

Bobbie Danielle Seppelt, Brookline, MA (US);

Bruce L. Mehler, Jamaica Plain, MA (US);

Joseph F. Coughlin, Sudbury, MA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06V 40/19 (2022.01); G06N 20/00 (2019.01); G06V 20/59 (2022.01); G06F 18/20 (2023.01); G06N 7/01 (2023.01); G06V 10/84 (2022.01);
U.S. Cl.
CPC ...
G06V 40/19 (2022.01); G06F 18/295 (2023.01); G06N 5/04 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06V 10/85 (2022.01); G06V 20/597 (2022.01);
Abstract

Systems and methods for managing visual allocation are provided herein that use models to determine states based on visual data and, based thereon, output feedback based on the determined states. Visual data is initially obtained by a visual allocation management system. The visual data includes eye image sequences of a person in a particular state, such as engaging in a task or activity. Visual features can be identified from the visual data, such that glance information including direction and duration can be calculated. The visual data, information derived therefrom, and/or other contextual data is input into the models, which correspond to states, to calculate probabilities that the particular state that the person is engaged in is one of the modeled states. Based on the state identified as having the highest probability, an optimal feedback, such as a warning or instruction, can be output to a connected devices, systems, or objects.


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