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.
Patent No.:
Date of Patent:
Jul. 20, 2021
Filed:
Sep. 05, 2019
Xevo Inc., Bellevue, WA (US);
Robert Victor Welland, Seattle, WA (US);
Samuel James McKelvie, Seattle, WA (US);
Richard Chia-Tsing Tong, Seattle, WA (US);
Noah Harrison Fradin, Seattle, WA (US);
Vladimir Sadovsky, Redmond, WA (US);
XEVO INC., Bellevue, WA (US);
Abstract
A method or system is capable of detecting operator behavior ('OB') utilizing a virtuous cycle containing sensors, machine learning center ('MLC'), and cloud based network (“CBN”). In one aspect, the process monitors operator body language captured by interior sensors and captures surrounding information observed by exterior sensors onboard a vehicle as the vehicle is in motion. After selectively recording the captured data in accordance with an OB model generated by MLC, an abnormal OB (“AOB”) is detected in accordance with vehicular status signals received by the OB model. Upon rewinding recorded operator body language and the surrounding information leading up to detection of AOB, labeled data associated with AOB is generated. The labeled data is subsequently uploaded to CBN for facilitating OB model training at MLC via a virtuous cycle.