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:
Jul. 12, 2022

Filed:

Jul. 12, 2018
Applicants:

Samsung Eletrônica Da Amazônia Ltda., Säo Paulo, BR;

Universidade Federal DE Minas Gerais-ufmg, Minas Gerais, BR;

Inventors:

Otávio A. B. Penatti, Campinas, BR;

Milton F. S. Santos, Campinas, BR;

Artur Jordão Lima Correia, Belo Horizonte, BR;

William Robson Schwartz, Belo Horizonte, BR;

Leonardo Antônio Borges Torres, Belo Horizonte, BR;

Priscila Louise Ribeiro Aguirre, Belo Horizonte, BR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 11/20 (2006.01); G06N 7/00 (2006.01); G06N 3/08 (2006.01); G06F 3/0346 (2013.01); G06N 20/00 (2019.01); G06N 3/04 (2006.01); G06N 20/10 (2019.01); G06T 11/60 (2006.01); G06F 3/01 (2006.01); G06N 5/00 (2006.01);
U.S. Cl.
CPC ...
G06T 11/206 (2013.01); G06F 3/0346 (2013.01); G06N 3/0445 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06N 7/00 (2013.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01); G06F 3/017 (2013.01); G06N 5/003 (2013.01); G06N 7/005 (2013.01);
Abstract

A method and system for the recognition of sensor data, like an accelerometer and a gyroscope. The method includes data/feature enrichment before a learning process. Thus, the learning process can benefit from better data, which includes both raw sensor data and enriched data/features. As a consequence, classification models may become less complex without harming accuracy and, therefore, can be more easily deployed to mobile devices, consuming less processing power and battery.


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