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:
Nov. 19, 2019
Filed:
Sep. 17, 2018
Honda Motor Co., Ltd., Tokyo, JP;
Yi-Ting Chen, Sunnyvale, CA (US);
Athmanarayanan Lakshmi Narayanan, Sunnyvale, CA (US);
HONDA MOTOR CO., LTD., Tokyo, JP;
Abstract
Driver behavior recognition may be provided using a processor and a memory. The memory may receive an image sequence and a corresponding vehicle data signal sequence. The processor may generate or process features for each frame of the respective sequences. The processor may generate a first feature vector based on the image sequence and a first neural network. The processor may generate a second feature vector based on a fully connected layer and the vehicle data signal sequence. The processor may generate a fusion feature by performing data fusion based on the first feature vector and the second feature vector. The processor may process the fusion feature using a long short term memory layer and store the processed fusion feature as a recognized driver behavior associated with each corresponding frame. The processor may, according to other aspects, generate the fusion feature based on a third feature vector.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile