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:
Sep. 23, 2025

Filed:

Jun. 22, 2022
Applicants:

Yannick Verdie, Toronto, CA;

Zi Hao Yang, Richmond Hill, CA;

Deepak Sridhar, Richmond Hill, CA;

Juwei LU, North York, CA;

Inventors:

Yannick Verdie, Toronto, CA;

Zi Hao Yang, Richmond Hill, CA;

Deepak Sridhar, Richmond Hill, CA;

Juwei Lu, North York, CA;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 40/20 (2022.01); G06T 7/246 (2017.01); G06T 7/73 (2017.01); G06V 20/64 (2022.01); G06V 30/14 (2022.01);
U.S. Cl.
CPC ...
G06V 40/28 (2022.01); G06T 7/246 (2017.01); G06T 7/73 (2017.01); G06V 20/64 (2022.01); G06V 30/1456 (2022.01); G06T 2207/30196 (2013.01);
Abstract

Methods and devices are described for computer vision-based gesture detection. From a frame of image data, extracted locations of keypoints of a detected hand are obtained. The extracted locations are normalized to obtain normalized features. The normalized features are processed using a trained decision tree ensemble to generate a probability of a valid gesture for the detected hand. The generated probability is compared with a defined decision threshold to generate a binary classification to classify the detected hand as a valid gesture or invalid gesture.


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