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. 18, 2024

Filed:

Jun. 13, 2022
Applicant:

Purdue Research Foundation, West Lafayette, IN (US);

Inventors:

Ayan Sinha, West Lafayette, IN (US);

Chiho Choi, West Lafayette, IN (US);

Joon Hee Choi, West Lafayette, IN (US);

Karthik Ramani, West Lafayette, IN (US);

Assignee:

Purdue Research Foundation, West Lafayette, IN (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/01 (2006.01); G06N 20/00 (2019.01); G06V 10/44 (2022.01); G06V 20/64 (2022.01); G06V 30/194 (2022.01); G06V 40/10 (2022.01); H04N 13/271 (2018.01);
U.S. Cl.
CPC ...
G06F 3/017 (2013.01); G06N 20/00 (2019.01); G06V 10/454 (2022.01); G06V 20/653 (2022.01); G06V 30/194 (2022.01); G06V 40/11 (2022.01); G06V 40/113 (2022.01); H04N 13/271 (2018.05);
Abstract

A method for hand pose identification in an automated system includes providing map data of a hand of a user to a first neural network trained to classify features corresponding to a joint angle of a wrist in the hand to generate a first plurality of activation features and performing a first search in a predetermined plurality of activation features stored in a database in the memory to identify a first plurality of hand pose parameters for the wrist associated with predetermined activation features in the database that are nearest neighbors to the first plurality of activation features. The method further includes generating a hand pose model corresponding to the hand of the user based on the first plurality of hand pose parameters and performing an operation in the automated system in response to input from the user based on the hand pose model.


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