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:
Aug. 23, 2022
Filed:
Feb. 08, 2017
Applicant:
Hrl Laboratories, Llc, Malibu, CA (US);
Inventors:
Ryan M. Uhlenbrock, Calabasas, CA (US);
Deepak Khosla, Camarillo, CA (US);
Yang Chen, Westlake Village, CA (US);
Fredy Monterroza, Canoga Park, CA (US);
Assignee:
HRL LABORATORIES, LLC, Malibu, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06N 3/04 (2006.01); G06V 10/40 (2022.01); G06V 10/46 (2022.01); G06V 20/00 (2022.01); G06N 3/08 (2006.01); G06V 10/82 (2022.01); G06V 20/40 (2022.01); G06T 7/10 (2017.01); G06T 1/20 (2006.01); G06T 1/60 (2006.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
G06V 20/41 (2022.01); G06K 9/62 (2013.01); G06K 9/629 (2013.01); G06K 9/6271 (2013.01); G06K 9/6292 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06V 10/40 (2022.01); G06V 10/464 (2022.01); G06V 20/00 (2022.01); G06N 20/10 (2019.01); G06T 1/20 (2013.01); G06T 1/60 (2013.01); G06T 7/10 (2017.01); G06V 10/82 (2022.01);
Abstract
Described is a system and method for accurate image and/or video scene classification. More specifically, described is a system that makes use of a specialized convolutional-neural network (hereafter CNN) based technique for the fusion of bottom-up whole-image features and top-down entity classification. When the two parallel and independent processing paths are fused, the system provides an accurate classification of the scene as depicted in the image or video.