PROBABILISTIC GESTURE CONTROL WITH FEEDBACK FOR ELECTRONIC DEVICES

Aspects of the subject technology relate to providing gesture-based control of electronic devices. Providing gesture-based control may include determining, with a machine learning system that includes multiple machine learning models, a prediction of one or more gestures and their corresponding prob...

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Bibliographic Details
Main Authors PUSKARICH, Paul G, SANDINO, Christopher M, SEDLACKOVA, Anna, GRIFFIN, Bradley W, SATONGAR, Darius A, AZEMI, Erdrin, PALKOVICS, Gergo, DOGRUSOZ, Kaan E, HOHMANN, Matthias R
Format Patent
LanguageEnglish
Published 28.03.2024
Subjects
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:Aspects of the subject technology relate to providing gesture-based control of electronic devices. Providing gesture-based control may include determining, with a machine learning system that includes multiple machine learning models, a prediction of one or more gestures and their corresponding probabilities of being performed. A likelihood of the user's intent to actually perform that gesture may then be generated, based on the prediction and a gesture detection factor. The likelihood may be dynamically updated over time, and a visual, auditory, and/or haptic indicator of the likelihood may be provided as user feedback. The visual, auditory, and/or haptic indicator may be helpful to guide the user to the correct gesture if the gesture is intended, or to stop performing an action similar to the gesture if the gesture is not intended.
Bibliography:Application Number: US202318369833