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:
Oct. 27, 2026

Filed:

Nov. 30, 2023
Applicant:

Veridium Ip Limited, London, GB;

Inventors:

Radu Tudor Ionescu, Bucharest, RO;

Adrian Ionut Ungureanu, London, GB;

Ionut Dumitran, Bucharest, RO;

Assignee:

VERIDIUM IP LIMITED, London, GB;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 3/01 (2006.01); G06F 17/15 (2006.01); G06F 17/18 (2006.01); G06N 3/084 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 3/017 (2013.01); G06F 3/011 (2013.01); G06F 17/15 (2013.01); G06F 17/18 (2013.01); G06N 3/084 (2013.01); G06N 20/00 (2019.01);
Abstract

Technologies are presented herein in support of system and methods for user recognition using motion sensor data. Embodiments of the present invention concern a system and method for partitioning a captured motion signal of a user into segments. One or more sets of features are extracted from the segmented motion signal by applying a plurality of feature extraction algorithms to the segments, where the feature extraction algorithms include Convolutional Vision Transformers (CVT) and convolutional gated recurrent units (convGRU) model algorithms. A subset of discriminative features are selected from the sets of extracted features. The subset of features is then analyzed, and a classification score is generated to classify the user as a genuine user or an imposter user.


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Ionescu, Radu. (2026). System and method for user recognition using motion sensor data (U.S. Patent No. 12775335). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12775335

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