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:
Feb. 06, 2024
Filed:
May. 04, 2021
Applicant:
Ford Global Technologies, Llc, Dearborn, MI (US);
Inventor:
Gaurav Pandey, College Station, TX (US);
Assignee:
Ford Global Technologies, LLC, Dearborn, MI (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/21 (2023.01); G06N 3/08 (2023.01); G06V 20/56 (2022.01); G05D 1/00 (2006.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06F 18/217 (2023.01); G05D 1/0088 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06V 20/56 (2022.01);
Abstract
An image including a first object can be input to a deep neural network trained to detect objects. The deep neural network can output a first feature vector corresponding to the first object. A first distance can be measured from the first feature vector to a feature vector subspace determined using a k-means single value decomposition algorithm on an overcomplete dictionary of feature vectors. The first object can be determined to correspond to an anomaly based on the first distance.